Dataset statistics
| Number of variables | 53 |
|---|---|
| Number of observations | 8898 |
| Missing cells | 12479 |
| Missing cells (%) | 2.6% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 8.9 MiB |
| Average record size in memory | 1.0 KiB |
Variable types
| Numeric | 10 |
|---|---|
| Categorical | 35 |
| Text | 7 |
| DateTime | 1 |
CircuitID is highly overall correlated with Round and 3 other fields | High correlation |
ConstructorID is highly overall correlated with ConstructorName and 2 other fields | High correlation |
ConstructorName is highly overall correlated with ConstructorID and 2 other fields | High correlation |
PermanentNumber is highly overall correlated with Season and 1 other fields | High correlation |
Position is highly overall correlated with avg_constructor_position | High correlation |
Round is highly overall correlated with CircuitID | High correlation |
Season is highly overall correlated with PermanentNumber | High correlation |
avg_Q1_time is highly overall correlated with CircuitID and 2 other fields | High correlation |
avg_Q2_time is highly overall correlated with CircuitID and 2 other fields | High correlation |
avg_Q3_time is highly overall correlated with CircuitID and 2 other fields | High correlation |
avg_constructor_position is highly overall correlated with ConstructorID and 3 other fields | High correlation |
constructor_nationality is highly overall correlated with ConstructorID and 2 other fields | High correlation |
driver_nationality is highly overall correlated with PermanentNumber | High correlation |
was_first_last_1 is highly overall correlated with was_first_last_2 and 1 other fields | High correlation |
was_first_last_2 is highly overall correlated with was_first_last_1 and 2 other fields | High correlation |
was_first_last_3 is highly overall correlated with was_first_last_1 and 3 other fields | High correlation |
was_first_last_4 is highly overall correlated with was_first_last_2 and 3 other fields | High correlation |
was_first_last_5 is highly overall correlated with was_first_last_3 and 2 other fields | High correlation |
was_top10_last_1 is highly overall correlated with was_top10_last_2 and 7 other fields | High correlation |
was_top10_last_2 is highly overall correlated with was_top10_last_1 and 14 other fields | High correlation |
was_top10_last_3 is highly overall correlated with was_top10_last_1 and 14 other fields | High correlation |
was_top10_last_4 is highly overall correlated with was_top10_last_1 and 14 other fields | High correlation |
was_top10_last_5 is highly overall correlated with was_top10_last_2 and 12 other fields | High correlation |
was_top15_last_1 is highly overall correlated with was_top10_last_1 and 5 other fields | High correlation |
was_top15_last_2 is highly overall correlated with was_top10_last_1 and 8 other fields | High correlation |
was_top15_last_3 is highly overall correlated with was_top10_last_2 and 10 other fields | High correlation |
was_top15_last_4 is highly overall correlated with was_top10_last_2 and 10 other fields | High correlation |
was_top15_last_5 is highly overall correlated with was_top10_last_3 and 7 other fields | High correlation |
was_top3_last_1 is highly overall correlated with was_top3_last_2 and 5 other fields | High correlation |
was_top3_last_2 is highly overall correlated with was_top3_last_1 and 8 other fields | High correlation |
was_top3_last_3 is highly overall correlated with was_top3_last_1 and 9 other fields | High correlation |
was_top3_last_4 is highly overall correlated with was_first_last_4 and 10 other fields | High correlation |
was_top3_last_5 is highly overall correlated with was_first_last_5 and 8 other fields | High correlation |
was_top5_last_1 is highly overall correlated with was_top10_last_1 and 7 other fields | High correlation |
was_top5_last_2 is highly overall correlated with was_top10_last_2 and 13 other fields | High correlation |
was_top5_last_3 is highly overall correlated with was_top10_last_2 and 15 other fields | High correlation |
was_top5_last_4 is highly overall correlated with was_top10_last_3 and 14 other fields | High correlation |
was_top5_last_5 is highly overall correlated with was_top10_last_4 and 10 other fields | High correlation |
was_top8_last_1 is highly overall correlated with was_top10_last_1 and 8 other fields | High correlation |
was_top8_last_2 is highly overall correlated with was_top10_last_1 and 15 other fields | High correlation |
was_top8_last_3 is highly overall correlated with was_top10_last_2 and 15 other fields | High correlation |
was_top8_last_4 is highly overall correlated with was_top10_last_2 and 15 other fields | High correlation |
was_top8_last_5 is highly overall correlated with was_top10_last_2 and 14 other fields | High correlation |
was_first_last_1 is highly imbalanced (98.7%) | Imbalance |
was_first_last_2 is highly imbalanced (98.1%) | Imbalance |
was_first_last_3 is highly imbalanced (96.9%) | Imbalance |
was_first_last_4 is highly imbalanced (95.8%) | Imbalance |
was_first_last_5 is highly imbalanced (93.6%) | Imbalance |
was_top3_last_1 is highly imbalanced (95.9%) | Imbalance |
was_top3_last_2 is highly imbalanced (93.3%) | Imbalance |
was_top3_last_3 is highly imbalanced (90.3%) | Imbalance |
was_top3_last_4 is highly imbalanced (87.9%) | Imbalance |
was_top3_last_5 is highly imbalanced (84.5%) | Imbalance |
was_top5_last_1 is highly imbalanced (93.0%) | Imbalance |
was_top5_last_2 is highly imbalanced (88.7%) | Imbalance |
was_top5_last_3 is highly imbalanced (85.1%) | Imbalance |
was_top5_last_4 is highly imbalanced (81.2%) | Imbalance |
was_top5_last_5 is highly imbalanced (77.5%) | Imbalance |
was_top8_last_1 is highly imbalanced (91.3%) | Imbalance |
was_top8_last_2 is highly imbalanced (83.5%) | Imbalance |
was_top8_last_3 is highly imbalanced (78.0%) | Imbalance |
was_top8_last_4 is highly imbalanced (73.3%) | Imbalance |
was_top8_last_5 is highly imbalanced (68.6%) | Imbalance |
was_top10_last_1 is highly imbalanced (86.6%) | Imbalance |
was_top10_last_2 is highly imbalanced (77.5%) | Imbalance |
was_top10_last_3 is highly imbalanced (70.8%) | Imbalance |
was_top10_last_4 is highly imbalanced (65.5%) | Imbalance |
was_top10_last_5 is highly imbalanced (59.2%) | Imbalance |
was_top15_last_1 is highly imbalanced (77.9%) | Imbalance |
was_top15_last_2 is highly imbalanced (65.4%) | Imbalance |
was_top15_last_3 is highly imbalanced (57.2%) | Imbalance |
Code has 244 (2.7%) missing values | Missing |
avg_Q1_time has 2447 (27.5%) missing values | Missing |
avg_Q2_time has 2447 (27.5%) missing values | Missing |
avg_Q3_time has 2447 (27.5%) missing values | Missing |
driver_avg_position has 2447 (27.5%) missing values | Missing |
driver_total_races has 2447 (27.5%) missing values | Missing |
PermanentNumber has 2661 (29.9%) zeros | Zeros |
Reproduction
| Analysis started | 2024-08-13 00:03:36.204301 |
|---|---|
| Analysis finished | 2024-08-13 00:03:51.886692 |
| Duration | 15.68 seconds |
| Software version | ydata-profiling vv4.9.0 |
| Download configuration | config.json |
Season
Real number (ℝ)
HIGH CORRELATION
| Distinct | 25 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2013.4229 |
| Minimum | 2000 |
|---|---|
| Maximum | 2024 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 69.6 KiB |
Quantile statistics
| Minimum | 2000 |
|---|---|
| 5-th percentile | 2003 |
| Q1 | 2008 |
| median | 2013 |
| Q3 | 2019 |
| 95-th percentile | 2023 |
| Maximum | 2024 |
| Range | 24 |
| Interquartile range (IQR) | 11 |
Descriptive statistics
| Standard deviation | 6.3321536 |
|---|---|
| Coefficient of variation (CV) | 0.0031449695 |
| Kurtosis | -1.0907907 |
| Mean | 2013.4229 |
| Median Absolute Deviation (MAD) | 5 |
| Skewness | -0.070296226 |
| Sum | 17915437 |
| Variance | 40.096169 |
| Monotonicity | Increasing |
Histogram with fixed size bins (bins=25)
| Value | Count | Frequency (%) |
| 2012 | 476 | 5.3% |
| 2016 | 457 | 5.1% |
| 2010 | 456 | 5.1% |
| 2011 | 452 | 5.1% |
| 2022 | 440 | 4.9% |
| 2023 | 440 | 4.9% |
| 2021 | 439 | 4.9% |
| 2018 | 420 | 4.7% |
| 2019 | 418 | 4.7% |
| 2013 | 418 | 4.7% |
| Other values (15) | 4482 |
| Value | Count | Frequency (%) |
| 2000 | 88 | 1.0% |
| 2001 | 22 | 0.2% |
| 2002 | 42 | 0.5% |
| 2003 | 320 | |
| 2004 | 360 | |
| 2005 | 376 | |
| 2006 | 396 | |
| 2007 | 374 | |
| 2008 | 368 | |
| 2009 | 340 |
| Value | Count | Frequency (%) |
| 2024 | 279 | |
| 2023 | 440 | |
| 2022 | 440 | |
| 2021 | 439 | |
| 2020 | 340 | |
| 2019 | 418 | |
| 2018 | 420 | |
| 2017 | 398 | |
| 2016 | 457 | |
| 2015 | 374 |
Round
Real number (ℝ)
HIGH CORRELATION
| Distinct | 22 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 10.063497 |
| Minimum | 1 |
|---|---|
| Maximum | 22 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 69.6 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 5 |
| median | 10 |
| Q3 | 15 |
| 95-th percentile | 19 |
| Maximum | 22 |
| Range | 21 |
| Interquartile range (IQR) | 10 |
Descriptive statistics
| Standard deviation | 5.6762444 |
|---|---|
| Coefficient of variation (CV) | 0.56404292 |
| Kurtosis | -1.1014975 |
| Mean | 10.063497 |
| Median Absolute Deviation (MAD) | 5 |
| Skewness | 0.094492333 |
| Sum | 89545 |
| Variance | 32.219751 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=22)
| Value | Count | Frequency (%) |
| 2 | 485 | 5.5% |
| 1 | 484 | 5.4% |
| 4 | 484 | 5.4% |
| 16 | 484 | 5.4% |
| 3 | 483 | 5.4% |
| 9 | 462 | 5.2% |
| 11 | 462 | 5.2% |
| 14 | 461 | 5.2% |
| 12 | 461 | 5.2% |
| 10 | 461 | 5.2% |
| Other values (12) | 4171 |
| Value | Count | Frequency (%) |
| 1 | 484 | |
| 2 | 485 | |
| 3 | 483 | |
| 4 | 484 | |
| 5 | 458 | |
| 6 | 459 | |
| 7 | 460 | |
| 8 | 460 | |
| 9 | 462 | |
| 10 | 461 |
| Value | Count | Frequency (%) |
| 22 | 60 | 0.7% |
| 21 | 122 | 1.4% |
| 20 | 166 | 1.9% |
| 19 | 293 | |
| 18 | 354 | |
| 17 | 438 | |
| 16 | 484 | |
| 15 | 441 | |
| 14 | 461 | |
| 13 | 460 |
CircuitID
Categorical
HIGH CORRELATION
| Distinct | 38 |
|---|---|
| Distinct (%) | 0.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 498.4 KiB |
| silverstone | 503 |
|---|---|
| hungaroring | 462 |
| catalunya | 461 |
| albert_park | 443 |
| monza | 440 |
| Other values (33) |
Length
| Max length | 14 |
|---|---|
| Median length | 12 |
| Mean length | 8.3417622 |
| Min length | 3 |
Characters and Unicode
| Total characters | 74225 |
|---|---|
| Distinct characters | 24 |
| Distinct categories | 2 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | albert_park |
|---|---|
| 2nd row | albert_park |
| 3rd row | albert_park |
| 4th row | albert_park |
| 5th row | albert_park |
Common Values
| Value | Count | Frequency (%) |
| silverstone | 503 | 5.7% |
| hungaroring | 462 | 5.2% |
| catalunya | 461 | 5.2% |
| albert_park | 443 | 5.0% |
| monza | 440 | 4.9% |
| bahrain | 439 | 4.9% |
| monaco | 438 | 4.9% |
| suzuka | 422 | 4.7% |
| spa | 418 | 4.7% |
| interlagos | 418 | 4.7% |
| Other values (28) | 4454 |
Length
Histogram of lengths of the category
| Value | Count | Frequency (%) |
| silverstone | 503 | 5.7% |
| hungaroring | 462 | 5.2% |
| catalunya | 461 | 5.2% |
| albert_park | 443 | 5.0% |
| monza | 440 | 4.9% |
| bahrain | 439 | 4.9% |
| monaco | 438 | 4.9% |
| suzuka | 422 | 4.7% |
| interlagos | 418 | 4.7% |
| spa | 418 | 4.7% |
| Other values (28) | 4454 |
Most occurring characters
| Value | Count | Frequency (%) |
| a | 10682 | |
| n | 7302 | 9.8% |
| r | 6083 | 8.2% |
| i | 5869 | 7.9% |
| e | 4874 | 6.6% |
| s | 4171 | 5.6% |
| o | 4042 | 5.4% |
| l | 3925 | 5.3% |
| u | 3579 | 4.8% |
| g | 3362 | 4.5% |
| Other values (14) | 20336 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 72479 | |
| Connector Punctuation | 1746 | 2.4% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| a | 10682 | |
| n | 7302 | 10.1% |
| r | 6083 | 8.4% |
| i | 5869 | 8.1% |
| e | 4874 | 6.7% |
| s | 4171 | 5.8% |
| o | 4042 | 5.6% |
| l | 3925 | 5.4% |
| u | 3579 | 4.9% |
| g | 3362 | 4.6% |
| Other values (13) | 18590 |
Connector Punctuation
| Value | Count | Frequency (%) |
| _ | 1746 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 72479 | |
| Common | 1746 | 2.4% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| a | 10682 | |
| n | 7302 | 10.1% |
| r | 6083 | 8.4% |
| i | 5869 | 8.1% |
| e | 4874 | 6.7% |
| s | 4171 | 5.8% |
| o | 4042 | 5.6% |
| l | 3925 | 5.4% |
| u | 3579 | 4.9% |
| g | 3362 | 4.6% |
| Other values (13) | 18590 |
Common
| Value | Count | Frequency (%) |
| _ | 1746 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 74225 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| a | 10682 | |
| n | 7302 | 9.8% |
| r | 6083 | 8.2% |
| i | 5869 | 7.9% |
| e | 4874 | 6.6% |
| s | 4171 | 5.6% |
| o | 4042 | 5.4% |
| l | 3925 | 5.3% |
| u | 3579 | 4.8% |
| g | 3362 | 4.5% |
| Other values (14) | 20336 |
DriverID
Text
| Distinct | 122 |
|---|---|
| Distinct (%) | 1.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 491.9 KiB |
Length
| Max length | 18 |
|---|---|
| Median length | 15 |
| Mean length | 7.5915936 |
| Min length | 3 |
Characters and Unicode
| Total characters | 67550 |
|---|---|
| Distinct characters | 27 |
| Distinct categories | 2 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 5 ? |
|---|---|
| Unique (%) | 0.1% |
Sample
| 1st row | hakkinen |
|---|---|
| 2nd row | coulthard |
| 3rd row | michael_schumacher |
| 4th row | barrichello |
| 5th row | frentzen |
| Value | Count | Frequency (%) |
| alonso | 377 | 4.2% |
| hamilton | 346 | 3.9% |
| raikkonen | 321 | 3.6% |
| vettel | 299 | 3.4% |
| perez | 272 | 3.1% |
| button | 263 | 3.0% |
| massa | 257 | 2.9% |
| ricciardo | 252 | 2.8% |
| bottas | 237 | 2.7% |
| hulkenberg | 219 | 2.5% |
| Other values (112) | 6055 |
Most occurring characters
| Value | Count | Frequency (%) |
| e | 6535 | 9.7% |
| a | 6526 | 9.7% |
| r | 5280 | 7.8% |
| o | 5222 | 7.7% |
| n | 5115 | 7.6% |
| l | 4777 | 7.1% |
| s | 4591 | 6.8% |
| i | 4590 | 6.8% |
| t | 3755 | 5.6% |
| c | 2472 | 3.7% |
| Other values (17) | 18687 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 66727 | |
| Connector Punctuation | 823 | 1.2% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| e | 6535 | 9.8% |
| a | 6526 | 9.8% |
| r | 5280 | 7.9% |
| o | 5222 | 7.8% |
| n | 5115 | 7.7% |
| l | 4777 | 7.2% |
| s | 4591 | 6.9% |
| i | 4590 | 6.9% |
| t | 3755 | 5.6% |
| c | 2472 | 3.7% |
| Other values (16) | 17864 |
Connector Punctuation
| Value | Count | Frequency (%) |
| _ | 823 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 66727 | |
| Common | 823 | 1.2% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| e | 6535 | 9.8% |
| a | 6526 | 9.8% |
| r | 5280 | 7.9% |
| o | 5222 | 7.8% |
| n | 5115 | 7.7% |
| l | 4777 | 7.2% |
| s | 4591 | 6.9% |
| i | 4590 | 6.9% |
| t | 3755 | 5.6% |
| c | 2472 | 3.7% |
| Other values (16) | 17864 |
Common
| Value | Count | Frequency (%) |
| _ | 823 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 67550 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| e | 6535 | 9.7% |
| a | 6526 | 9.7% |
| r | 5280 | 7.8% |
| o | 5222 | 7.7% |
| n | 5115 | 7.6% |
| l | 4777 | 7.1% |
| s | 4591 | 6.8% |
| i | 4590 | 6.8% |
| t | 3755 | 5.6% |
| c | 2472 | 3.7% |
| Other values (17) | 18687 |
Code
Text
MISSING
| Distinct | 96 |
|---|---|
| Distinct (%) | 1.1% |
| Missing | 244 |
| Missing (%) | 2.7% |
| Memory size | 447.2 KiB |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Characters and Unicode
| Total characters | 25962 |
|---|---|
| Distinct characters | 24 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 4 ? |
|---|---|
| Unique (%) | < 0.1% |
Sample
| 1st row | COU |
|---|---|
| 2nd row | MSC |
| 3rd row | BAR |
| 4th row | TRU |
| 5th row | VIL |
| Value | Count | Frequency (%) |
| alo | 377 | 4.4% |
| ham | 346 | 4.0% |
| rai | 321 | 3.7% |
| vet | 299 | 3.5% |
| per | 272 | 3.1% |
| but | 263 | 3.0% |
| ver | 257 | 3.0% |
| mas | 257 | 3.0% |
| ric | 252 | 2.9% |
| bot | 237 | 2.7% |
| Other values (86) | 5773 |
Most occurring characters
| Value | Count | Frequency (%) |
| A | 2851 | 11.0% |
| R | 2612 | 10.1% |
| O | 2092 | 8.1% |
| S | 1956 | 7.5% |
| I | 1695 | 6.5% |
| E | 1678 | 6.5% |
| T | 1644 | 6.3% |
| L | 1452 | 5.6% |
| U | 1429 | 5.5% |
| B | 1302 | 5.0% |
| Other values (14) | 7251 |
Most occurring categories
| Value | Count | Frequency (%) |
| Uppercase Letter | 25962 |
Most frequent character per category
Uppercase Letter
| Value | Count | Frequency (%) |
| A | 2851 | 11.0% |
| R | 2612 | 10.1% |
| O | 2092 | 8.1% |
| S | 1956 | 7.5% |
| I | 1695 | 6.5% |
| E | 1678 | 6.5% |
| T | 1644 | 6.3% |
| L | 1452 | 5.6% |
| U | 1429 | 5.5% |
| B | 1302 | 5.0% |
| Other values (14) | 7251 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 25962 |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| A | 2851 | 11.0% |
| R | 2612 | 10.1% |
| O | 2092 | 8.1% |
| S | 1956 | 7.5% |
| I | 1695 | 6.5% |
| E | 1678 | 6.5% |
| T | 1644 | 6.3% |
| L | 1452 | 5.6% |
| U | 1429 | 5.5% |
| B | 1302 | 5.0% |
| Other values (14) | 7251 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 25962 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| A | 2851 | 11.0% |
| R | 2612 | 10.1% |
| O | 2092 | 8.1% |
| S | 1956 | 7.5% |
| I | 1695 | 6.5% |
| E | 1678 | 6.5% |
| T | 1644 | 6.3% |
| L | 1452 | 5.6% |
| U | 1429 | 5.5% |
| B | 1302 | 5.0% |
| Other values (14) | 7251 |
PermanentNumber
Real number (ℝ)
HIGH CORRELATION ZEROS
| Distinct | 47 |
|---|---|
| Distinct (%) | 0.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 18.627444 |
| Minimum | 0 |
|---|---|
| Maximum | 99 |
| Zeros | 2661 |
| Zeros (%) | 29.9% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 69.6 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 10 |
| Q3 | 25 |
| 95-th percentile | 77 |
| Maximum | 99 |
| Range | 99 |
| Interquartile range (IQR) | 25 |
Descriptive statistics
| Standard deviation | 24.098525 |
|---|---|
| Coefficient of variation (CV) | 1.2937107 |
| Kurtosis | 2.649303 |
| Mean | 18.627444 |
| Median Absolute Deviation (MAD) | 10 |
| Skewness | 1.781518 |
| Sum | 165747 |
| Variance | 580.7389 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=47)
| Value | Count | Frequency (%) |
| 0 | 2661 | |
| 14 | 377 | 4.2% |
| 44 | 346 | 3.9% |
| 22 | 343 | 3.9% |
| 7 | 321 | 3.6% |
| 5 | 299 | 3.4% |
| 11 | 272 | 3.1% |
| 6 | 267 | 3.0% |
| 19 | 257 | 2.9% |
| 3 | 252 | 2.8% |
| Other values (37) | 3503 |
| Value | Count | Frequency (%) |
| 0 | 2661 | |
| 2 | 77 | 0.9% |
| 3 | 252 | 2.8% |
| 4 | 153 | 1.7% |
| 5 | 299 | 3.4% |
| 6 | 267 | 3.0% |
| 7 | 321 | 3.6% |
| 8 | 181 | 2.0% |
| 9 | 118 | 1.3% |
| 10 | 218 | 2.4% |
| Value | Count | Frequency (%) |
| 99 | 189 | |
| 98 | 13 | 0.1% |
| 94 | 39 | 0.4% |
| 89 | 1 | < 0.1% |
| 88 | 111 | |
| 81 | 36 | 0.4% |
| 77 | 237 | |
| 63 | 118 | |
| 55 | 197 | |
| 53 | 5 | 0.1% |
GivenName
Text
| Distinct | 111 |
|---|---|
| Distinct (%) | 1.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 482.5 KiB |
Length
| Max length | 12 |
|---|---|
| Median length | 10 |
| Mean length | 5.9587548 |
| Min length | 3 |
Characters and Unicode
| Total characters | 53021 |
|---|---|
| Distinct characters | 55 |
| Distinct categories | 3 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 2 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 5 ? |
|---|---|
| Unique (%) | 0.1% |
Sample
| 1st row | Mika |
|---|---|
| 2nd row | David |
| 3rd row | Michael |
| 4th row | Rubens |
| 5th row | Heinz-Harald |
| Value | Count | Frequency (%) |
| nico | 425 | 4.8% |
| fernando | 377 | 4.2% |
| lewis | 346 | 3.9% |
| kimi | 321 | 3.6% |
| sebastian | 299 | 3.4% |
| felipe | 297 | 3.3% |
| sergio | 272 | 3.1% |
| jenson | 263 | 3.0% |
| daniel | 252 | 2.8% |
| valtteri | 237 | 2.7% |
| Other values (101) | 5809 |
Most occurring characters
| Value | Count | Frequency (%) |
| i | 5900 | 11.1% |
| a | 5797 | 10.9% |
| e | 5242 | 9.9% |
| n | 4606 | 8.7% |
| o | 3497 | 6.6% |
| r | 3302 | 6.2% |
| s | 2394 | 4.5% |
| l | 2242 | 4.2% |
| t | 1900 | 3.6% |
| c | 1478 | 2.8% |
| Other values (45) | 16663 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 43963 | |
| Uppercase Letter | 8978 | 16.9% |
| Dash Punctuation | 80 | 0.2% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| i | 5900 | |
| a | 5797 | |
| e | 5242 | |
| n | 4606 | |
| o | 3497 | |
| r | 3302 | |
| s | 2394 | 5.4% |
| l | 2242 | 5.1% |
| t | 1900 | 4.3% |
| c | 1478 | 3.4% |
| Other values (21) | 7605 |
Uppercase Letter
| Value | Count | Frequency (%) |
| J | 789 | 8.8% |
| S | 765 | 8.5% |
| N | 739 | 8.2% |
| M | 729 | 8.1% |
| L | 683 | 7.6% |
| F | 681 | 7.6% |
| K | 620 | 6.9% |
| R | 594 | 6.6% |
| C | 500 | 5.6% |
| D | 477 | 5.3% |
| Other values (13) | 2401 |
Dash Punctuation
| Value | Count | Frequency (%) |
| - | 80 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 52941 | |
| Common | 80 | 0.2% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| i | 5900 | 11.1% |
| a | 5797 | 10.9% |
| e | 5242 | 9.9% |
| n | 4606 | 8.7% |
| o | 3497 | 6.6% |
| r | 3302 | 6.2% |
| s | 2394 | 4.5% |
| l | 2242 | 4.2% |
| t | 1900 | 3.6% |
| c | 1478 | 2.8% |
| Other values (44) | 16583 |
Common
| Value | Count | Frequency (%) |
| - | 80 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 52814 | |
| None | 207 | 0.4% |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| i | 5900 | 11.2% |
| a | 5797 | 11.0% |
| e | 5242 | 9.9% |
| n | 4606 | 8.7% |
| o | 3497 | 6.6% |
| r | 3302 | 6.3% |
| s | 2394 | 4.5% |
| l | 2242 | 4.2% |
| t | 1900 | 3.6% |
| c | 1478 | 2.8% |
| Other values (39) | 16456 |
None
| Value | Count | Frequency (%) |
| é | 103 | |
| É | 58 | |
| ô | 40 | 19.3% |
| ó | 4 | 1.9% |
| á | 1 | 0.5% |
| š | 1 | 0.5% |
FamilyName
Text
| Distinct | 119 |
|---|---|
| Distinct (%) | 1.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 511.4 KiB |
Length
| Max length | 13 |
|---|---|
| Median length | 10 |
| Mean length | 7.2200494 |
| Min length | 3 |
Characters and Unicode
| Total characters | 64244 |
|---|---|
| Distinct characters | 55 |
| Distinct categories | 4 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 2 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 5 ? |
|---|---|
| Unique (%) | 0.1% |
Sample
| 1st row | Häkkinen |
|---|---|
| 2nd row | Coulthard |
| 3rd row | Schumacher |
| 4th row | Barrichello |
| 5th row | Frentzen |
| Value | Count | Frequency (%) |
| alonso | 377 | 4.1% |
| hamilton | 346 | 3.7% |
| räikkönen | 321 | 3.5% |
| vettel | 299 | 3.2% |
| pérez | 272 | 2.9% |
| schumacher | 265 | 2.9% |
| button | 263 | 2.8% |
| massa | 257 | 2.8% |
| ricciardo | 252 | 2.7% |
| bottas | 237 | 2.6% |
| Other values (117) | 6358 |
Most occurring characters
| Value | Count | Frequency (%) |
| e | 5797 | 9.0% |
| a | 5351 | 8.3% |
| o | 4676 | 7.3% |
| n | 4630 | 7.2% |
| l | 4314 | 6.7% |
| i | 4300 | 6.7% |
| r | 4126 | 6.4% |
| s | 3578 | 5.6% |
| t | 3507 | 5.5% |
| c | 2135 | 3.3% |
| Other values (45) | 21830 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 54855 | |
| Uppercase Letter | 8992 | 14.0% |
| Space Separator | 349 | 0.5% |
| Other Punctuation | 48 | 0.1% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| e | 5797 | |
| a | 5351 | |
| o | 4676 | 8.5% |
| n | 4630 | 8.4% |
| l | 4314 | 7.9% |
| i | 4300 | 7.8% |
| r | 4126 | 7.5% |
| s | 3578 | 6.5% |
| t | 3507 | 6.4% |
| c | 2135 | 3.9% |
| Other values (19) | 12441 |
Uppercase Letter
| Value | Count | Frequency (%) |
| R | 1012 | |
| S | 978 | |
| B | 826 | |
| H | 751 | |
| M | 707 | |
| V | 686 | 7.6% |
| P | 602 | 6.7% |
| A | 589 | 6.6% |
| G | 583 | 6.5% |
| K | 501 | 5.6% |
| Other values (13) | 1757 |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 28 | |
| ' | 20 |
Space Separator
| Value | Count | Frequency (%) |
| 349 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 63847 | |
| Common | 397 | 0.6% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| e | 5797 | 9.1% |
| a | 5351 | 8.4% |
| o | 4676 | 7.3% |
| n | 4630 | 7.3% |
| l | 4314 | 6.8% |
| i | 4300 | 6.7% |
| r | 4126 | 6.5% |
| s | 3578 | 5.6% |
| t | 3507 | 5.5% |
| c | 2135 | 3.3% |
| Other values (42) | 21433 |
Common
| Value | Count | Frequency (%) |
| 349 | ||
| . | 28 | 7.1% |
| ' | 20 | 5.0% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 63040 | |
| None | 1204 | 1.9% |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| e | 5797 | 9.2% |
| a | 5351 | 8.5% |
| o | 4676 | 7.4% |
| n | 4630 | 7.3% |
| l | 4314 | 6.8% |
| i | 4300 | 6.8% |
| r | 4126 | 6.5% |
| s | 3578 | 5.7% |
| t | 3507 | 5.6% |
| c | 2135 | 3.4% |
| Other values (41) | 20626 |
None
| Value | Count | Frequency (%) |
| é | 338 | |
| ä | 326 | |
| ö | 321 | |
| ü | 219 |
DateOfBirth
Date
| Distinct | 122 |
|---|---|
| Distinct (%) | 1.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 69.6 KiB |
| Minimum | 1964-06-11 00:00:00 |
|---|---|
| Maximum | 2005-05-08 00:00:00 |
Histogram with fixed size bins (bins=50)
driver_nationality
Categorical
HIGH CORRELATION
| Distinct | 34 |
|---|---|
| Distinct (%) | 0.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 487.9 KiB |
| German | |
|---|---|
| British | |
| Spanish | |
| Finnish | |
| French | |
| Other values (29) |
Length
| Max length | 13 |
|---|---|
| Median length | 10 |
| Mean length | 7.1329512 |
| Min length | 4 |
Characters and Unicode
| Total characters | 63469 |
|---|---|
| Distinct characters | 40 |
| Distinct categories | 3 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 1 ? |
|---|---|
| Unique (%) | < 0.1% |
Sample
| 1st row | Finnish |
|---|---|
| 2nd row | British |
| 3rd row | German |
| 4th row | Brazilian |
| 5th row | German |
Common Values
| Value | Count | Frequency (%) |
| German | 1414 | |
| British | 1158 | |
| Spanish | 691 | 7.8% |
| Finnish | 681 | 7.7% |
| French | 676 | 7.6% |
| Brazilian | 623 | 7.0% |
| Australian | 490 | 5.5% |
| Italian | 472 | 5.3% |
| Mexican | 331 | 3.7% |
| Dutch | 307 | 3.5% |
| Other values (24) | 2055 |
Length
Histogram of lengths of the category
| Value | Count | Frequency (%) |
| german | 1414 | |
| british | 1158 | |
| spanish | 691 | 7.7% |
| finnish | 681 | 7.6% |
| french | 676 | 7.6% |
| brazilian | 623 | 7.0% |
| australian | 490 | 5.5% |
| italian | 472 | 5.3% |
| mexican | 331 | 3.7% |
| dutch | 307 | 3.4% |
| Other values (25) | 2085 |
Most occurring characters
| Value | Count | Frequency (%) |
| i | 8368 | |
| a | 8195 | |
| n | 8195 | |
| r | 4617 | 7.3% |
| s | 4571 | 7.2% |
| e | 4098 | 6.5% |
| h | 4057 | 6.4% |
| t | 2551 | 4.0% |
| l | 1939 | 3.1% |
| B | 1843 | 2.9% |
| Other values (30) | 15035 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 54511 | |
| Uppercase Letter | 8928 | 14.1% |
| Space Separator | 30 | < 0.1% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| i | 8368 | |
| a | 8195 | |
| n | 8195 | |
| r | 4617 | |
| s | 4571 | |
| e | 4098 | |
| h | 4057 | |
| t | 2551 | 4.7% |
| l | 1939 | 3.6% |
| m | 1546 | 2.8% |
| Other values (12) | 6374 |
Uppercase Letter
| Value | Count | Frequency (%) |
| B | 1843 | |
| G | 1414 | |
| F | 1357 | |
| S | 842 | |
| A | 645 | 7.2% |
| I | 556 | 6.2% |
| D | 489 | 5.5% |
| M | 473 | 5.3% |
| C | 398 | 4.5% |
| J | 292 | 3.3% |
| Other values (7) | 619 | 6.9% |
Space Separator
| Value | Count | Frequency (%) |
| 30 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 63439 | |
| Common | 30 | < 0.1% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| i | 8368 | |
| a | 8195 | |
| n | 8195 | |
| r | 4617 | 7.3% |
| s | 4571 | 7.2% |
| e | 4098 | 6.5% |
| h | 4057 | 6.4% |
| t | 2551 | 4.0% |
| l | 1939 | 3.1% |
| B | 1843 | 2.9% |
| Other values (29) | 15005 |
Common
| Value | Count | Frequency (%) |
| 30 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 63469 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| i | 8368 | |
| a | 8195 | |
| n | 8195 | |
| r | 4617 | 7.3% |
| s | 4571 | 7.2% |
| e | 4098 | 6.5% |
| h | 4057 | 6.4% |
| t | 2551 | 4.0% |
| l | 1939 | 3.1% |
| B | 1843 | 2.9% |
| Other values (30) | 15035 |
ConstructorID
Categorical
HIGH CORRELATION
| Distinct | 38 |
|---|---|
| Distinct (%) | 0.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 490.8 KiB |
| ferrari | |
|---|---|
| williams | |
| mclaren | |
| red_bull | |
| mercedes | |
| Other values (33) |
Length
| Max length | 12 |
|---|---|
| Median length | 11 |
| Mean length | 7.4678579 |
| Min length | 2 |
Characters and Unicode
| Total characters | 66449 |
|---|---|
| Distinct characters | 25 |
| Distinct categories | 3 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | mclaren |
|---|---|
| 2nd row | mclaren |
| 3rd row | ferrari |
| 4th row | ferrari |
| 5th row | jordan |
Common Values
| Value | Count | Frequency (%) |
| ferrari | 850 | 9.6% |
| williams | 848 | 9.5% |
| mclaren | 847 | 9.5% |
| red_bull | 766 | 8.6% |
| mercedes | 589 | 6.6% |
| toro_rosso | 533 | 6.0% |
| renault | 522 | 5.9% |
| sauber | 499 | 5.6% |
| force_india | 423 | 4.8% |
| haas | 359 | 4.0% |
| Other values (28) | 2662 |
Length
Histogram of lengths of the category
| Value | Count | Frequency (%) |
| ferrari | 850 | 9.6% |
| williams | 848 | 9.5% |
| mclaren | 847 | 9.5% |
| red_bull | 766 | 8.6% |
| mercedes | 589 | 6.6% |
| toro_rosso | 533 | 6.0% |
| renault | 522 | 5.9% |
| sauber | 499 | 5.6% |
| force_india | 423 | 4.8% |
| haas | 359 | 4.0% |
| Other values (28) | 2662 |
Most occurring characters
| Value | Count | Frequency (%) |
| r | 9099 | |
| a | 7917 | |
| e | 6226 | 9.4% |
| l | 5360 | 8.1% |
| i | 4694 | 7.1% |
| s | 4269 | 6.4% |
| o | 3845 | 5.8% |
| n | 3042 | 4.6% |
| m | 3036 | 4.6% |
| u | 2679 | 4.0% |
| Other values (15) | 16282 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 63845 | |
| Connector Punctuation | 2414 | 3.6% |
| Decimal Number | 190 | 0.3% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| r | 9099 | |
| a | 7917 | |
| e | 6226 | |
| l | 5360 | 8.4% |
| i | 4694 | 7.4% |
| s | 4269 | 6.7% |
| o | 3845 | 6.0% |
| n | 3042 | 4.8% |
| m | 3036 | 4.8% |
| u | 2679 | 4.2% |
| Other values (13) | 13678 |
Connector Punctuation
| Value | Count | Frequency (%) |
| _ | 2414 |
Decimal Number
| Value | Count | Frequency (%) |
| 1 | 190 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 63845 | |
| Common | 2604 | 3.9% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| r | 9099 | |
| a | 7917 | |
| e | 6226 | |
| l | 5360 | 8.4% |
| i | 4694 | 7.4% |
| s | 4269 | 6.7% |
| o | 3845 | 6.0% |
| n | 3042 | 4.8% |
| m | 3036 | 4.8% |
| u | 2679 | 4.2% |
| Other values (13) | 13678 |
Common
| Value | Count | Frequency (%) |
| _ | 2414 | |
| 1 | 190 | 7.3% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 66449 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| r | 9099 | |
| a | 7917 | |
| e | 6226 | 9.4% |
| l | 5360 | 8.1% |
| i | 4694 | 7.1% |
| s | 4269 | 6.4% |
| o | 3845 | 5.8% |
| n | 3042 | 4.6% |
| m | 3036 | 4.6% |
| u | 2679 | 4.0% |
| Other values (15) | 16282 |
ConstructorName
Categorical
HIGH CORRELATION
| Distinct | 38 |
|---|---|
| Distinct (%) | 0.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 496.4 KiB |
| Ferrari | |
|---|---|
| Williams | |
| McLaren | |
| Red Bull | |
| Mercedes | |
| Other values (33) |
Length
| Max length | 14 |
|---|---|
| Median length | 12 |
| Mean length | 8.1062036 |
| Min length | 3 |
Characters and Unicode
| Total characters | 72129 |
|---|---|
| Distinct characters | 38 |
| Distinct categories | 4 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | McLaren |
|---|---|
| 2nd row | McLaren |
| 3rd row | Ferrari |
| 4th row | Ferrari |
| 5th row | Jordan |
Common Values
| Value | Count | Frequency (%) |
| Ferrari | 850 | 9.6% |
| Williams | 848 | 9.5% |
| McLaren | 847 | 9.5% |
| Red Bull | 766 | 8.6% |
| Mercedes | 589 | 6.6% |
| Toro Rosso | 533 | 6.0% |
| Renault | 522 | 5.9% |
| Sauber | 499 | 5.6% |
| Force India | 423 | 4.8% |
| Haas F1 Team | 359 | 4.0% |
| Other values (28) | 2662 |
Length
Histogram of lengths of the category
| Value | Count | Frequency (%) |
| ferrari | 850 | 6.7% |
| williams | 848 | 6.7% |
| mclaren | 847 | 6.7% |
| red | 766 | 6.1% |
| bull | 766 | 6.1% |
| f1 | 701 | 5.6% |
| sauber | 639 | 5.1% |
| mercedes | 589 | 4.7% |
| team | 547 | 4.3% |
| toro | 533 | 4.2% |
| Other values (35) | 5517 |
Most occurring characters
| Value | Count | Frequency (%) |
| a | 7621 | 10.6% |
| e | 6980 | 9.7% |
| r | 6933 | 9.6% |
| l | 4283 | 5.9% |
| i | 4261 | 5.9% |
| o | 4259 | 5.9% |
| 3705 | 5.1% | |
| s | 3642 | 5.0% |
| n | 2966 | 4.1% |
| u | 2745 | 3.8% |
| Other values (28) | 24734 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 53265 | |
| Uppercase Letter | 14422 | 20.0% |
| Space Separator | 3705 | 5.1% |
| Decimal Number | 737 | 1.0% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| a | 7621 | |
| e | 6980 | |
| r | 6933 | |
| l | 4283 | |
| i | 4261 | |
| o | 4259 | |
| s | 3642 | |
| n | 2966 | 5.6% |
| u | 2745 | 5.2% |
| d | 2124 | 4.0% |
| Other values (11) | 7451 |
Uppercase Letter
| Value | Count | Frequency (%) |
| R | 2363 | |
| M | 2142 | |
| F | 2010 | |
| T | 1611 | |
| B | 1094 | |
| L | 1077 | |
| W | 988 | |
| A | 899 | 6.2% |
| S | 759 | 5.3% |
| H | 580 | 4.0% |
| Other values (5) | 899 | 6.2% |
Space Separator
| Value | Count | Frequency (%) |
| 3705 |
Decimal Number
| Value | Count | Frequency (%) |
| 1 | 737 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 67687 | |
| Common | 4442 | 6.2% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| a | 7621 | 11.3% |
| e | 6980 | 10.3% |
| r | 6933 | 10.2% |
| l | 4283 | 6.3% |
| i | 4261 | 6.3% |
| o | 4259 | 6.3% |
| s | 3642 | 5.4% |
| n | 2966 | 4.4% |
| u | 2745 | 4.1% |
| R | 2363 | 3.5% |
| Other values (26) | 21634 |
Common
| Value | Count | Frequency (%) |
| 3705 | ||
| 1 | 737 | 16.6% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 72129 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| a | 7621 | 10.6% |
| e | 6980 | 9.7% |
| r | 6933 | 9.6% |
| l | 4283 | 5.9% |
| i | 4261 | 5.9% |
| o | 4259 | 5.9% |
| 3705 | 5.1% | |
| s | 3642 | 5.0% |
| n | 2966 | 4.1% |
| u | 2745 | 3.8% |
| Other values (28) | 24734 |
constructor_nationality
Categorical
HIGH CORRELATION
| Distinct | 14 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 485.1 KiB |
| British | |
|---|---|
| Italian | |
| Austrian | |
| German | |
| Swiss | |
| Other values (9) |
Length
| Max length | 9 |
|---|---|
| Median length | 8 |
| Mean length | 6.815127 |
| Min length | 5 |
Characters and Unicode
| Total characters | 60641 |
|---|---|
| Distinct characters | 26 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | British |
|---|---|
| 2nd row | British |
| 3rd row | Italian |
| 4th row | Italian |
| 5th row | Irish |
Common Values
| Value | Count | Frequency (%) |
| British | 2471 | |
| Italian | 1707 | |
| Austrian | 766 | 8.6% |
| German | 729 | 8.2% |
| Swiss | 706 | 7.9% |
| French | 692 | 7.8% |
| Japanese | 434 | 4.9% |
| Indian | 423 | 4.8% |
| American | 359 | 4.0% |
| Malaysian | 188 | 2.1% |
| Other values (4) | 423 | 4.8% |
Length
Histogram of lengths of the category
| Value | Count | Frequency (%) |
| british | 2471 | |
| italian | 1707 | |
| austrian | 766 | 8.6% |
| german | 729 | 8.2% |
| swiss | 706 | 7.9% |
| french | 692 | 7.8% |
| japanese | 434 | 4.9% |
| indian | 423 | 4.8% |
| american | 359 | 4.0% |
| malaysian | 188 | 2.1% |
| Other values (4) | 423 | 4.8% |
Most occurring characters
| Value | Count | Frequency (%) |
| i | 9472 | |
| a | 7384 | |
| n | 5982 | |
| s | 5798 | |
| r | 5137 | |
| t | 4986 | |
| h | 3440 | 5.7% |
| e | 2648 | 4.4% |
| B | 2471 | 4.1% |
| I | 2250 | 3.7% |
| Other values (16) | 11073 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 51743 | |
| Uppercase Letter | 8898 | 14.7% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| i | 9472 | |
| a | 7384 | |
| n | 5982 | |
| s | 5798 | |
| r | 5137 | |
| t | 4986 | |
| h | 3440 | 6.6% |
| e | 2648 | 5.1% |
| l | 1895 | 3.7% |
| c | 1093 | 2.1% |
| Other values (6) | 3908 |
Uppercase Letter
| Value | Count | Frequency (%) |
| B | 2471 | |
| I | 2250 | |
| A | 1125 | |
| S | 821 | 9.2% |
| G | 729 | 8.2% |
| F | 692 | 7.8% |
| J | 434 | 4.9% |
| M | 188 | 2.1% |
| R | 146 | 1.6% |
| D | 42 | 0.5% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 60641 |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| i | 9472 | |
| a | 7384 | |
| n | 5982 | |
| s | 5798 | |
| r | 5137 | |
| t | 4986 | |
| h | 3440 | 5.7% |
| e | 2648 | 4.4% |
| B | 2471 | 4.1% |
| I | 2250 | 3.7% |
| Other values (16) | 11073 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 60641 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| i | 9472 | |
| a | 7384 | |
| n | 5982 | |
| s | 5798 | |
| r | 5137 | |
| t | 4986 | |
| h | 3440 | 5.7% |
| e | 2648 | 4.4% |
| B | 2471 | 4.1% |
| I | 2250 | 3.7% |
| Other values (16) | 11073 |
Q1
Text
| Distinct | 7916 |
|---|---|
| Distinct (%) | 89.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 494.6 KiB |
Length
| Max length | 8 |
|---|---|
| Median length | 8 |
| Mean length | 7.9040234 |
| Min length | 1 |
Characters and Unicode
| Total characters | 70330 |
|---|---|
| Distinct characters | 12 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 7111 ? |
|---|---|
| Unique (%) | 79.9% |
Sample
| 1st row | 1:30.556 |
|---|---|
| 2nd row | 1:30.910 |
| 3rd row | 1:31.075 |
| 4th row | 1:31.102 |
| 5th row | 1:31.359 |
| Value | Count | Frequency (%) |
| 0 | 122 | 1.4% |
| 1:17.244 | 4 | < 0.1% |
| 1:22.043 | 3 | < 0.1% |
| 1:15.644 | 3 | < 0.1% |
| 1:17.086 | 3 | < 0.1% |
| 1:22.130 | 3 | < 0.1% |
| 1:23.578 | 3 | < 0.1% |
| 1:27.039 | 3 | < 0.1% |
| 1:15.746 | 3 | < 0.1% |
| 1:25.859 | 3 | < 0.1% |
| Other values (7906) | 8748 |
Most occurring characters
| Value | Count | Frequency (%) |
| 1 | 14420 | |
| : | 8776 | |
| . | 8776 | |
| 2 | 5933 | |
| 3 | 5920 | |
| 4 | 4620 | 6.6% |
| 5 | 3971 | 5.6% |
| 0 | 3905 | 5.6% |
| 6 | 3644 | 5.2% |
| 7 | 3536 | 5.0% |
| Other values (2) | 6829 |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 52778 | |
| Other Punctuation | 17552 | 25.0% |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 1 | 14420 | |
| 2 | 5933 | |
| 3 | 5920 | |
| 4 | 4620 | 8.8% |
| 5 | 3971 | 7.5% |
| 0 | 3905 | 7.4% |
| 6 | 3644 | 6.9% |
| 7 | 3536 | 6.7% |
| 8 | 3505 | 6.6% |
| 9 | 3324 | 6.3% |
Other Punctuation
| Value | Count | Frequency (%) |
| : | 8776 | |
| . | 8776 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 70330 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 1 | 14420 | |
| : | 8776 | |
| . | 8776 | |
| 2 | 5933 | |
| 3 | 5920 | |
| 4 | 4620 | 6.6% |
| 5 | 3971 | 5.6% |
| 0 | 3905 | 5.6% |
| 6 | 3644 | 5.2% |
| 7 | 3536 | 5.0% |
| Other values (2) | 6829 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 70330 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 1 | 14420 | |
| : | 8776 | |
| . | 8776 | |
| 2 | 5933 | |
| 3 | 5920 | |
| 4 | 4620 | 6.6% |
| 5 | 3971 | 5.6% |
| 0 | 3905 | 5.6% |
| 6 | 3644 | 5.2% |
| 7 | 3536 | 5.0% |
| Other values (2) | 6829 |
Q2
Text
| Distinct | 5345 |
|---|---|
| Distinct (%) | 60.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 473.6 KiB |
Length
| Max length | 8 |
|---|---|
| Median length | 8 |
| Mean length | 5.483367 |
| Min length | 1 |
Characters and Unicode
| Total characters | 48791 |
|---|---|
| Distinct characters | 12 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 5011 ? |
|---|---|
| Unique (%) | 56.3% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
| Value | Count | Frequency (%) |
| 0 | 3199 | |
| 1:26.319 | 3 | < 0.1% |
| 1:17.166 | 3 | < 0.1% |
| 1:37.347 | 3 | < 0.1% |
| 1:38.417 | 3 | < 0.1% |
| 1:15.885 | 3 | < 0.1% |
| 1:33.416 | 3 | < 0.1% |
| 1:15.322 | 3 | < 0.1% |
| 1:31.010 | 3 | < 0.1% |
| 1:15.706 | 3 | < 0.1% |
| Other values (5335) | 5672 |
Most occurring characters
| Value | Count | Frequency (%) |
| 1 | 9385 | |
| 0 | 5727 | |
| : | 5699 | |
| . | 5699 | |
| 2 | 3919 | |
| 3 | 3751 | 7.7% |
| 4 | 2969 | 6.1% |
| 5 | 2630 | 5.4% |
| 6 | 2377 | 4.9% |
| 7 | 2336 | 4.8% |
| Other values (2) | 4299 |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 37393 | |
| Other Punctuation | 11398 | 23.4% |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 1 | 9385 | |
| 0 | 5727 | |
| 2 | 3919 | |
| 3 | 3751 | 10.0% |
| 4 | 2969 | 7.9% |
| 5 | 2630 | 7.0% |
| 6 | 2377 | 6.4% |
| 7 | 2336 | 6.2% |
| 8 | 2212 | 5.9% |
| 9 | 2087 | 5.6% |
Other Punctuation
| Value | Count | Frequency (%) |
| : | 5699 | |
| . | 5699 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 48791 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 1 | 9385 | |
| 0 | 5727 | |
| : | 5699 | |
| . | 5699 | |
| 2 | 3919 | |
| 3 | 3751 | 7.7% |
| 4 | 2969 | 6.1% |
| 5 | 2630 | 5.4% |
| 6 | 2377 | 4.9% |
| 7 | 2336 | 4.8% |
| Other values (2) | 4299 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 48791 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 1 | 9385 | |
| 0 | 5727 | |
| : | 5699 | |
| . | 5699 | |
| 2 | 3919 | |
| 3 | 3751 | 7.7% |
| 4 | 2969 | 6.1% |
| 5 | 2630 | 5.4% |
| 6 | 2377 | 4.9% |
| 7 | 2336 | 4.8% |
| Other values (2) | 4299 |
Q3
Text
| Distinct | 3392 |
|---|---|
| Distinct (%) | 38.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 458.8 KiB |
Length
| Max length | 8 |
|---|---|
| Median length | 1 |
| Mean length | 3.7801753 |
| Min length | 1 |
Characters and Unicode
| Total characters | 33636 |
|---|---|
| Distinct characters | 12 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 3253 ? |
|---|---|
| Unique (%) | 36.6% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
| Value | Count | Frequency (%) |
| 0 | 5364 | |
| 1:14.970 | 3 | < 0.1% |
| 1:35.766 | 3 | < 0.1% |
| 1:45.503 | 3 | < 0.1% |
| 1:38.513 | 3 | < 0.1% |
| 1:31.478 | 3 | < 0.1% |
| 1:24.305 | 2 | < 0.1% |
| 1:26.973 | 2 | < 0.1% |
| 1:16.818 | 2 | < 0.1% |
| 1:47.362 | 2 | < 0.1% |
| Other values (3382) | 3511 |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 6968 | |
| 1 | 5885 | |
| : | 3534 | |
| . | 3534 | |
| 2 | 2474 | 7.4% |
| 3 | 2242 | 6.7% |
| 4 | 1872 | 5.6% |
| 5 | 1555 | 4.6% |
| 7 | 1427 | 4.2% |
| 6 | 1400 | 4.2% |
| Other values (2) | 2745 | 8.2% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 26568 | |
| Other Punctuation | 7068 | 21.0% |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 6968 | |
| 1 | 5885 | |
| 2 | 2474 | 9.3% |
| 3 | 2242 | 8.4% |
| 4 | 1872 | 7.0% |
| 5 | 1555 | 5.9% |
| 7 | 1427 | 5.4% |
| 6 | 1400 | 5.3% |
| 8 | 1373 | 5.2% |
| 9 | 1372 | 5.2% |
Other Punctuation
| Value | Count | Frequency (%) |
| : | 3534 | |
| . | 3534 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 33636 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 6968 | |
| 1 | 5885 | |
| : | 3534 | |
| . | 3534 | |
| 2 | 2474 | 7.4% |
| 3 | 2242 | 6.7% |
| 4 | 1872 | 5.6% |
| 5 | 1555 | 4.6% |
| 7 | 1427 | 4.2% |
| 6 | 1400 | 4.2% |
| Other values (2) | 2745 | 8.2% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 33636 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 6968 | |
| 1 | 5885 | |
| : | 3534 | |
| . | 3534 | |
| 2 | 2474 | 7.4% |
| 3 | 2242 | 6.7% |
| 4 | 1872 | 5.6% |
| 5 | 1555 | 4.6% |
| 7 | 1427 | 4.2% |
| 6 | 1400 | 4.2% |
| Other values (2) | 2745 | 8.2% |
avg_Q1_time
Real number (ℝ)
HIGH CORRELATION MISSING
| Distinct | 1052 |
|---|---|
| Distinct (%) | 16.3% |
| Missing | 2447 |
| Missing (%) | 27.5% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 87.667378 |
| Minimum | 64.45 |
|---|---|
| Maximum | 127.341 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 69.6 KiB |
Quantile statistics
| Minimum | 64.45 |
|---|---|
| 5-th percentile | 71.5 |
| Q1 | 78.030917 |
| median | 87.089333 |
| Q3 | 96.055667 |
| 95-th percentile | 108.322 |
| Maximum | 127.341 |
| Range | 62.891 |
| Interquartile range (IQR) | 18.02475 |
Descriptive statistics
| Standard deviation | 11.510407 |
|---|---|
| Coefficient of variation (CV) | 0.13129635 |
| Kurtosis | -0.34675966 |
| Mean | 87.667378 |
| Median Absolute Deviation (MAD) | 9.04 |
| Skewness | 0.36646528 |
| Sum | 565542.26 |
| Variance | 132.48946 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 81.15471429 | 20 | 0.2% |
| 89.86408333 | 20 | 0.2% |
| 81.37571429 | 20 | 0.2% |
| 91.07588889 | 19 | 0.2% |
| 75.92041667 | 19 | 0.2% |
| 84.7643 | 19 | 0.2% |
| 74.66935714 | 19 | 0.2% |
| 89.2246 | 18 | 0.2% |
| 80.32994118 | 18 | 0.2% |
| 79.91082353 | 18 | 0.2% |
| Other values (1042) | 6261 | |
| (Missing) | 2447 | 27.5% |
| Value | Count | Frequency (%) |
| 64.45 | 5 | 0.1% |
| 64.7875 | 5 | 0.1% |
| 64.94175 | 10 | |
| 64.98133333 | 9 | |
| 65.072 | 8 | |
| 65.1152 | 13 | |
| 65.311 | 2 | < 0.1% |
| 65.57566667 | 8 | |
| 66.3044 | 11 | |
| 66.405 | 3 | < 0.1% |
| Value | Count | Frequency (%) |
| 127.341 | 2 | < 0.1% |
| 126.115 | 2 | < 0.1% |
| 125.598 | 2 | < 0.1% |
| 125.419 | 3 | |
| 125.292 | 3 | |
| 125.047 | 3 | |
| 121.689 | 3 | |
| 120.387 | 7 | |
| 120.356 | 3 | |
| 119.431 | 1 | < 0.1% |
avg_Q2_time
Real number (ℝ)
HIGH CORRELATION MISSING
| Distinct | 1052 |
|---|---|
| Distinct (%) | 16.3% |
| Missing | 2447 |
| Missing (%) | 27.5% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 86.965961 |
| Minimum | 64.194 |
|---|---|
| Maximum | 124.561 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 69.6 KiB |
Quantile statistics
| Minimum | 64.194 |
|---|---|
| 5-th percentile | 70.7865 |
| Q1 | 77.605 |
| median | 86.6675 |
| Q3 | 95.5125 |
| 95-th percentile | 106.16875 |
| Maximum | 124.561 |
| Range | 60.367 |
| Interquartile range (IQR) | 17.9075 |
Descriptive statistics
| Standard deviation | 11.204775 |
|---|---|
| Coefficient of variation (CV) | 0.12884093 |
| Kurtosis | -0.56126144 |
| Mean | 86.965961 |
| Median Absolute Deviation (MAD) | 8.9815 |
| Skewness | 0.26690925 |
| Sum | 561017.41 |
| Variance | 125.54699 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 80.59378571 | 20 | 0.2% |
| 89.82983333 | 20 | 0.2% |
| 79.77357143 | 20 | 0.2% |
| 74.63816667 | 19 | 0.2% |
| 89.99244444 | 19 | 0.2% |
| 73.839 | 19 | 0.2% |
| 84.4073 | 19 | 0.2% |
| 86.765125 | 18 | 0.2% |
| 79.72529412 | 18 | 0.2% |
| 109.414625 | 18 | 0.2% |
| Other values (1042) | 6261 | |
| (Missing) | 2447 | 27.5% |
| Value | Count | Frequency (%) |
| 64.194 | 5 | 0.1% |
| 64.5715 | 10 | |
| 64.5745 | 5 | 0.1% |
| 64.5905 | 9 | |
| 64.6238 | 13 | |
| 64.689 | 8 | |
| 65.07 | 2 | < 0.1% |
| 65.08866667 | 8 | |
| 65.9264 | 11 | |
| 66.031 | 10 |
| Value | Count | Frequency (%) |
| 124.561 | 3 | |
| 124.452 | 3 | |
| 123.466 | 3 | |
| 122.096 | 3 | |
| 122.094 | 3 | |
| 116.584 | 3 | |
| 116.44 | 7 | |
| 114.278 | 2 | < 0.1% |
| 113.848 | 2 | < 0.1% |
| 113.657 | 2 | < 0.1% |
avg_Q3_time
Real number (ℝ)
HIGH CORRELATION MISSING
| Distinct | 1051 |
|---|---|
| Distinct (%) | 16.3% |
| Missing | 2447 |
| Missing (%) | 27.5% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 87.270336 |
| Minimum | 64.179 |
|---|---|
| Maximum | 123.095 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 69.6 KiB |
Quantile statistics
| Minimum | 64.179 |
|---|---|
| 5-th percentile | 70.92 |
| Q1 | 77.60225 |
| median | 86.713 |
| Q3 | 95.598 |
| 95-th percentile | 107.241 |
| Maximum | 123.095 |
| Range | 58.916 |
| Interquartile range (IQR) | 17.99575 |
Descriptive statistics
| Standard deviation | 11.431281 |
|---|---|
| Coefficient of variation (CV) | 0.13098702 |
| Kurtosis | -0.50077745 |
| Mean | 87.270336 |
| Median Absolute Deviation (MAD) | 9.057 |
| Skewness | 0.3150203 |
| Sum | 562980.94 |
| Variance | 130.6742 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 80.52571429 | 20 | 0.2% |
| 89.656 | 20 | 0.2% |
| 79.67628571 | 20 | 0.2% |
| 85.3978 | 19 | 0.2% |
| 74.55491667 | 19 | 0.2% |
| 73.82485714 | 19 | 0.2% |
| 89.84011111 | 19 | 0.2% |
| 86.294875 | 18 | 0.2% |
| 79.36752941 | 18 | 0.2% |
| 88.4566 | 18 | 0.2% |
| Other values (1041) | 6261 | |
| (Missing) | 2447 | 27.5% |
| Value | Count | Frequency (%) |
| 64.179 | 5 | 0.1% |
| 64.31566667 | 9 | |
| 64.3935 | 5 | 0.1% |
| 64.562 | 10 | |
| 64.5666 | 13 | |
| 64.686 | 8 | |
| 64.954 | 8 | |
| 65.048 | 2 | < 0.1% |
| 65.87925 | 10 | |
| 66.011 | 3 | < 0.1% |
| Value | Count | Frequency (%) |
| 123.095 | 4 | < 0.1% |
| 123.078 | 3 | < 0.1% |
| 122.213 | 3 | < 0.1% |
| 121.164 | 7 | |
| 119.566 | 9 | |
| 117.226 | 2 | < 0.1% |
| 116.773 | 3 | < 0.1% |
| 115.611 | 3 | < 0.1% |
| 115.5755 | 10 | |
| 114.9488 | 12 |
driver_avg_position
Real number (ℝ)
MISSING
| Distinct | 158 |
|---|---|
| Distinct (%) | 2.4% |
| Missing | 2447 |
| Missing (%) | 27.5% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 5.7299963 |
| Minimum | 1 |
|---|---|
| Maximum | 16 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 69.6 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 2.5 |
| Q1 | 4.3333333 |
| median | 5.6666667 |
| Q3 | 7 |
| 95-th percentile | 9 |
| Maximum | 16 |
| Range | 15 |
| Interquartile range (IQR) | 2.6666667 |
Descriptive statistics
| Standard deviation | 2.0269641 |
|---|---|
| Coefficient of variation (CV) | 0.35374616 |
| Kurtosis | -0.36355871 |
| Mean | 5.7299963 |
| Median Absolute Deviation (MAD) | 1.3333333 |
| Skewness | 0.098784786 |
| Sum | 36964.206 |
| Variance | 4.1085836 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 7 | 414 | 4.7% |
| 5 | 367 | 4.1% |
| 6 | 329 | 3.7% |
| 8 | 302 | 3.4% |
| 9 | 239 | 2.7% |
| 10 | 220 | 2.5% |
| 6.5 | 215 | 2.4% |
| 4 | 191 | 2.1% |
| 7.5 | 172 | 1.9% |
| 5.5 | 153 | 1.7% |
| Other values (148) | 3849 | |
| (Missing) | 2447 |
| Value | Count | Frequency (%) |
| 1 | 52 | |
| 1.333333333 | 3 | < 0.1% |
| 1.5 | 23 | 0.3% |
| 1.666666667 | 16 | 0.2% |
| 1.777777778 | 12 | 0.1% |
| 1.923076923 | 16 | 0.2% |
| 2 | 70 | |
| 2.071428571 | 15 | 0.2% |
| 2.111111111 | 11 | 0.1% |
| 2.2 | 5 | 0.1% |
| Value | Count | Frequency (%) |
| 16 | 2 | < 0.1% |
| 10 | 220 | |
| 9.5 | 34 | 0.4% |
| 9.333333333 | 20 | 0.2% |
| 9.25 | 5 | 0.1% |
| 9.166666667 | 11 | 0.1% |
| 9 | 239 | |
| 8.75 | 23 | 0.3% |
| 8.666666667 | 48 | 0.5% |
| 8.5 | 80 | 0.9% |
driver_total_races
Real number (ℝ)
MISSING
| Distinct | 18 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 2447 |
| Missing (%) | 27.5% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 4.9882189 |
| Minimum | 1 |
|---|---|
| Maximum | 18 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 69.6 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 2 |
| median | 4 |
| Q3 | 7 |
| 95-th percentile | 12 |
| Maximum | 18 |
| Range | 17 |
| Interquartile range (IQR) | 5 |
Descriptive statistics
| Standard deviation | 3.803815 |
|---|---|
| Coefficient of variation (CV) | 0.76255976 |
| Kurtosis | 0.46425166 |
| Mean | 4.9882189 |
| Median Absolute Deviation (MAD) | 3 |
| Skewness | 1.0196152 |
| Sum | 32179 |
| Variance | 14.469008 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=18)
| Value | Count | Frequency (%) |
| 1 | 1260 | |
| 2 | 960 | 10.8% |
| 3 | 776 | 8.7% |
| 4 | 577 | 6.5% |
| 5 | 479 | 5.4% |
| 6 | 433 | 4.9% |
| 8 | 420 | 4.7% |
| 10 | 389 | 4.4% |
| 7 | 376 | 4.2% |
| 9 | 237 | 2.7% |
| Other values (8) | 544 | 6.1% |
| (Missing) | 2447 |
| Value | Count | Frequency (%) |
| 1 | 1260 | |
| 2 | 960 | |
| 3 | 776 | |
| 4 | 577 | |
| 5 | 479 | 5.4% |
| 6 | 433 | 4.9% |
| 7 | 376 | 4.2% |
| 8 | 420 | 4.7% |
| 9 | 237 | 2.7% |
| 10 | 389 | 4.4% |
| Value | Count | Frequency (%) |
| 18 | 19 | 0.2% |
| 17 | 53 | 0.6% |
| 16 | 18 | 0.2% |
| 15 | 49 | 0.6% |
| 14 | 134 | 1.5% |
| 13 | 32 | 0.4% |
| 12 | 168 | |
| 11 | 71 | 0.8% |
| 10 | 389 | |
| 9 | 237 |
avg_constructor_position
Real number (ℝ)
HIGH CORRELATION
| Distinct | 38 |
|---|---|
| Distinct (%) | 0.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 11.020004 |
| Minimum | 4.6893039 |
|---|---|
| Maximum | 22.947826 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 69.6 KiB |
Quantile statistics
| Minimum | 4.6893039 |
|---|---|
| 5-th percentile | 4.6893039 |
| Q1 | 6.3772846 |
| median | 11.697368 |
| Q3 | 13.731707 |
| 95-th percentile | 19.758929 |
| Maximum | 22.947826 |
| Range | 18.258522 |
| Interquartile range (IQR) | 7.3544227 |
Descriptive statistics
| Standard deviation | 4.2778933 |
|---|---|
| Coefficient of variation (CV) | 0.38819342 |
| Kurtosis | -0.062450224 |
| Mean | 11.020004 |
| Median Absolute Deviation (MAD) | 2.6974212 |
| Skewness | 0.51926409 |
| Sum | 98056 |
| Variance | 18.300371 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=38)
| Value | Count | Frequency (%) |
| 5.827058824 | 850 | 9.6% |
| 12.4009434 | 848 | 9.5% |
| 8.459268005 | 847 | 9.5% |
| 6.377284595 | 766 | 8.6% |
| 4.689303905 | 589 | 6.6% |
| 13.73170732 | 533 | 6.0% |
| 9.938697318 | 522 | 5.9% |
| 14.39478958 | 499 | 5.6% |
| 12.04491726 | 423 | 4.8% |
| 14.08077994 | 359 | 4.0% |
| Other values (28) | 2662 |
| Value | Count | Frequency (%) |
| 4.689303905 | 589 | |
| 4.823529412 | 34 | 0.4% |
| 5.827058824 | 850 | |
| 6.377284595 | 766 | |
| 8.459268005 | 847 | |
| 9.028571429 | 140 | 1.6% |
| 9.344827586 | 116 | 1.3% |
| 9.864 | 250 | 2.8% |
| 9.938697318 | 522 | |
| 10.74675325 | 154 | 1.7% |
| Value | Count | Frequency (%) |
| 22.94782609 | 115 | |
| 21.31578947 | 76 | |
| 20.97058824 | 34 | 0.4% |
| 20.27966102 | 118 | |
| 19.75892857 | 112 | |
| 19.375 | 8 | 0.1% |
| 19.33333333 | 66 | |
| 19.19736842 | 76 | |
| 19.06410256 | 78 | |
| 18.56666667 | 120 |
was_first_last_1
Categorical
HIGH CORRELATION IMBALANCE
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 434.6 KiB |
| 0 | |
|---|---|
| 1 | 10 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 8898 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 8888 | |
| 1 | 10 | 0.1% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 8888 | |
| 1 | 10 | 0.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 8888 | |
| 1 | 10 | 0.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 8898 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 8888 | |
| 1 | 10 | 0.1% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 8898 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 8888 | |
| 1 | 10 | 0.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 8898 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 8888 | |
| 1 | 10 | 0.1% |
was_first_last_2
Categorical
HIGH CORRELATION IMBALANCE
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 434.6 KiB |
| 0 | |
|---|---|
| 1 | 16 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 8898 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 8882 | |
| 1 | 16 | 0.2% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 8882 | |
| 1 | 16 | 0.2% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 8882 | |
| 1 | 16 | 0.2% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 8898 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 8882 | |
| 1 | 16 | 0.2% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 8898 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 8882 | |
| 1 | 16 | 0.2% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 8898 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 8882 | |
| 1 | 16 | 0.2% |
was_first_last_3
Categorical
HIGH CORRELATION IMBALANCE
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 434.6 KiB |
| 0 | |
|---|---|
| 1 | 28 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 8898 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 8870 | |
| 1 | 28 | 0.3% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 8870 | |
| 1 | 28 | 0.3% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 8870 | |
| 1 | 28 | 0.3% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 8898 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 8870 | |
| 1 | 28 | 0.3% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 8898 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 8870 | |
| 1 | 28 | 0.3% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 8898 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 8870 | |
| 1 | 28 | 0.3% |
was_first_last_4
Categorical
HIGH CORRELATION IMBALANCE
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 434.6 KiB |
| 0 | |
|---|---|
| 1 | 41 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 8898 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 8857 | |
| 1 | 41 | 0.5% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 8857 | |
| 1 | 41 | 0.5% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 8857 | |
| 1 | 41 | 0.5% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 8898 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 8857 | |
| 1 | 41 | 0.5% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 8898 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 8857 | |
| 1 | 41 | 0.5% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 8898 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 8857 | |
| 1 | 41 | 0.5% |
was_first_last_5
Categorical
HIGH CORRELATION IMBALANCE
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 434.6 KiB |
| 0 | |
|---|---|
| 1 | 67 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 8898 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 1 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 8831 | |
| 1 | 67 | 0.8% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 8831 | |
| 1 | 67 | 0.8% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 8831 | |
| 1 | 67 | 0.8% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 8898 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 8831 | |
| 1 | 67 | 0.8% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 8898 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 8831 | |
| 1 | 67 | 0.8% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 8898 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 8831 | |
| 1 | 67 | 0.8% |
was_top3_last_1
Categorical
HIGH CORRELATION IMBALANCE
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 434.6 KiB |
| 0 | |
|---|---|
| 1 | 39 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 8898 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 8859 | |
| 1 | 39 | 0.4% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 8859 | |
| 1 | 39 | 0.4% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 8859 | |
| 1 | 39 | 0.4% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 8898 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 8859 | |
| 1 | 39 | 0.4% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 8898 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 8859 | |
| 1 | 39 | 0.4% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 8898 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 8859 | |
| 1 | 39 | 0.4% |
was_top3_last_2
Categorical
HIGH CORRELATION IMBALANCE
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 434.6 KiB |
| 0 | |
|---|---|
| 1 | 71 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 8898 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 8827 | |
| 1 | 71 | 0.8% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 8827 | |
| 1 | 71 | 0.8% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 8827 | |
| 1 | 71 | 0.8% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 8898 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 8827 | |
| 1 | 71 | 0.8% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 8898 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 8827 | |
| 1 | 71 | 0.8% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 8898 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 8827 | |
| 1 | 71 | 0.8% |
was_top3_last_3
Categorical
HIGH CORRELATION IMBALANCE
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 434.6 KiB |
| 0 | |
|---|---|
| 1 | 112 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 8898 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 8786 | |
| 1 | 112 | 1.3% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 8786 | |
| 1 | 112 | 1.3% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 8786 | |
| 1 | 112 | 1.3% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 8898 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 8786 | |
| 1 | 112 | 1.3% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 8898 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 8786 | |
| 1 | 112 | 1.3% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 8898 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 8786 | |
| 1 | 112 | 1.3% |
was_top3_last_4
Categorical
HIGH CORRELATION IMBALANCE
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 434.6 KiB |
| 0 | |
|---|---|
| 1 | 146 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 8898 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 8752 | |
| 1 | 146 | 1.6% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 8752 | |
| 1 | 146 | 1.6% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 8752 | |
| 1 | 146 | 1.6% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 8898 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 8752 | |
| 1 | 146 | 1.6% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 8898 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 8752 | |
| 1 | 146 | 1.6% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 8898 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 8752 | |
| 1 | 146 | 1.6% |
was_top3_last_5
Categorical
HIGH CORRELATION IMBALANCE
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 434.6 KiB |
| 0 | |
|---|---|
| 1 | 200 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 8898 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 1 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 8698 | |
| 1 | 200 | 2.2% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 8698 | |
| 1 | 200 | 2.2% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 8698 | |
| 1 | 200 | 2.2% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 8898 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 8698 | |
| 1 | 200 | 2.2% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 8898 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 8698 | |
| 1 | 200 | 2.2% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 8898 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 8698 | |
| 1 | 200 | 2.2% |
was_top5_last_1
Categorical
HIGH CORRELATION IMBALANCE
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 434.6 KiB |
| 0 | |
|---|---|
| 1 | 75 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 8898 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 8823 | |
| 1 | 75 | 0.8% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 8823 | |
| 1 | 75 | 0.8% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 8823 | |
| 1 | 75 | 0.8% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 8898 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 8823 | |
| 1 | 75 | 0.8% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 8898 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 8823 | |
| 1 | 75 | 0.8% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 8898 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 8823 | |
| 1 | 75 | 0.8% |
was_top5_last_2
Categorical
HIGH CORRELATION IMBALANCE
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 434.6 KiB |
| 0 | |
|---|---|
| 1 | 135 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 8898 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 8763 | |
| 1 | 135 | 1.5% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 8763 | |
| 1 | 135 | 1.5% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 8763 | |
| 1 | 135 | 1.5% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 8898 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 8763 | |
| 1 | 135 | 1.5% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 8898 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 8763 | |
| 1 | 135 | 1.5% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 8898 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 8763 | |
| 1 | 135 | 1.5% |
was_top5_last_3
Categorical
HIGH CORRELATION IMBALANCE
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 434.6 KiB |
| 0 | |
|---|---|
| 1 | 190 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 8898 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 8708 | |
| 1 | 190 | 2.1% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 8708 | |
| 1 | 190 | 2.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 8708 | |
| 1 | 190 | 2.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 8898 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 8708 | |
| 1 | 190 | 2.1% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 8898 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 8708 | |
| 1 | 190 | 2.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 8898 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 8708 | |
| 1 | 190 | 2.1% |
was_top5_last_4
Categorical
HIGH CORRELATION IMBALANCE
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 434.6 KiB |
| 0 | |
|---|---|
| 1 | 256 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 8898 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 8642 | |
| 1 | 256 | 2.9% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 8642 | |
| 1 | 256 | 2.9% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 8642 | |
| 1 | 256 | 2.9% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 8898 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 8642 | |
| 1 | 256 | 2.9% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 8898 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 8642 | |
| 1 | 256 | 2.9% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 8898 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 8642 | |
| 1 | 256 | 2.9% |
was_top5_last_5
Categorical
HIGH CORRELATION IMBALANCE
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 434.6 KiB |
| 0 | |
|---|---|
| 1 | 323 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 8898 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 1 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 8575 | |
| 1 | 323 | 3.6% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 8575 | |
| 1 | 323 | 3.6% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 8575 | |
| 1 | 323 | 3.6% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 8898 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 8575 | |
| 1 | 323 | 3.6% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 8898 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 8575 | |
| 1 | 323 | 3.6% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 8898 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 8575 | |
| 1 | 323 | 3.6% |
was_top8_last_1
Categorical
HIGH CORRELATION IMBALANCE
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 434.6 KiB |
| 0 | |
|---|---|
| 1 | 98 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 8898 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 8800 | |
| 1 | 98 | 1.1% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 8800 | |
| 1 | 98 | 1.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 8800 | |
| 1 | 98 | 1.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 8898 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 8800 | |
| 1 | 98 | 1.1% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 8898 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 8800 | |
| 1 | 98 | 1.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 8898 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 8800 | |
| 1 | 98 | 1.1% |
was_top8_last_2
Categorical
HIGH CORRELATION IMBALANCE
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 434.6 KiB |
| 0 | |
|---|---|
| 1 | 217 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 8898 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 8681 | |
| 1 | 217 | 2.4% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 8681 | |
| 1 | 217 | 2.4% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 8681 | |
| 1 | 217 | 2.4% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 8898 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 8681 | |
| 1 | 217 | 2.4% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 8898 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 8681 | |
| 1 | 217 | 2.4% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 8898 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 8681 | |
| 1 | 217 | 2.4% |
was_top8_last_3
Categorical
HIGH CORRELATION IMBALANCE
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 434.6 KiB |
| 0 | |
|---|---|
| 1 | 313 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 8898 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 8585 | |
| 1 | 313 | 3.5% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 8585 | |
| 1 | 313 | 3.5% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 8585 | |
| 1 | 313 | 3.5% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 8898 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 8585 | |
| 1 | 313 | 3.5% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 8898 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 8585 | |
| 1 | 313 | 3.5% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 8898 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 8585 | |
| 1 | 313 | 3.5% |
was_top8_last_4
Categorical
HIGH CORRELATION IMBALANCE
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 434.6 KiB |
| 0 | |
|---|---|
| 1 | 405 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 8898 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 8493 | |
| 1 | 405 | 4.6% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 8493 | |
| 1 | 405 | 4.6% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 8493 | |
| 1 | 405 | 4.6% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 8898 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 8493 | |
| 1 | 405 | 4.6% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 8898 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 8493 | |
| 1 | 405 | 4.6% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 8898 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 8493 | |
| 1 | 405 | 4.6% |
was_top8_last_5
Categorical
HIGH CORRELATION IMBALANCE
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 434.6 KiB |
| 0 | |
|---|---|
| 1 | 505 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 8898 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 1 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 8393 | |
| 1 | 505 | 5.7% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 8393 | |
| 1 | 505 | 5.7% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 8393 | |
| 1 | 505 | 5.7% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 8898 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 8393 | |
| 1 | 505 | 5.7% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 8898 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 8393 | |
| 1 | 505 | 5.7% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 8898 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 8393 | |
| 1 | 505 | 5.7% |
was_top10_last_1
Categorical
HIGH CORRELATION IMBALANCE
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 434.6 KiB |
| 0 | |
|---|---|
| 1 | 167 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 8898 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 8731 | |
| 1 | 167 | 1.9% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 8731 | |
| 1 | 167 | 1.9% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 8731 | |
| 1 | 167 | 1.9% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 8898 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 8731 | |
| 1 | 167 | 1.9% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 8898 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 8731 | |
| 1 | 167 | 1.9% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 8898 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 8731 | |
| 1 | 167 | 1.9% |
was_top10_last_2
Categorical
HIGH CORRELATION IMBALANCE
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 434.6 KiB |
| 0 | |
|---|---|
| 1 | 323 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 8898 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 8575 | |
| 1 | 323 | 3.6% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 8575 | |
| 1 | 323 | 3.6% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 8575 | |
| 1 | 323 | 3.6% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 8898 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 8575 | |
| 1 | 323 | 3.6% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 8898 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 8575 | |
| 1 | 323 | 3.6% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 8898 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 8575 | |
| 1 | 323 | 3.6% |
was_top10_last_3
Categorical
HIGH CORRELATION IMBALANCE
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 434.6 KiB |
| 0 | |
|---|---|
| 1 | 457 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 8898 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 8441 | |
| 1 | 457 | 5.1% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 8441 | |
| 1 | 457 | 5.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 8441 | |
| 1 | 457 | 5.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 8898 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 8441 | |
| 1 | 457 | 5.1% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 8898 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 8441 | |
| 1 | 457 | 5.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 8898 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 8441 | |
| 1 | 457 | 5.1% |
was_top10_last_4
Categorical
HIGH CORRELATION IMBALANCE
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 434.6 KiB |
| 0 | |
|---|---|
| 1 | 573 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 8898 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 8325 | |
| 1 | 573 | 6.4% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 8325 | |
| 1 | 573 | 6.4% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 8325 | |
| 1 | 573 | 6.4% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 8898 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 8325 | |
| 1 | 573 | 6.4% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 8898 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 8325 | |
| 1 | 573 | 6.4% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 8898 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 8325 | |
| 1 | 573 | 6.4% |
was_top10_last_5
Categorical
HIGH CORRELATION IMBALANCE
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 434.6 KiB |
| 0 | |
|---|---|
| 1 | 726 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 8898 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 1 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 8172 | |
| 1 | 726 | 8.2% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 8172 | |
| 1 | 726 | 8.2% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 8172 | |
| 1 | 726 | 8.2% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 8898 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 8172 | |
| 1 | 726 | 8.2% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 8898 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 8172 | |
| 1 | 726 | 8.2% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 8898 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 8172 | |
| 1 | 726 | 8.2% |
was_top15_last_1
Categorical
HIGH CORRELATION IMBALANCE
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 434.6 KiB |
| 0 | |
|---|---|
| 1 | 315 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 8898 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 8583 | |
| 1 | 315 | 3.5% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 8583 | |
| 1 | 315 | 3.5% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 8583 | |
| 1 | 315 | 3.5% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 8898 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 8583 | |
| 1 | 315 | 3.5% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 8898 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 8583 | |
| 1 | 315 | 3.5% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 8898 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 8583 | |
| 1 | 315 | 3.5% |
was_top15_last_2
Categorical
HIGH CORRELATION IMBALANCE
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 434.6 KiB |
| 0 | |
|---|---|
| 1 | 575 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 8898 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 8323 | |
| 1 | 575 | 6.5% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 8323 | |
| 1 | 575 | 6.5% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 8323 | |
| 1 | 575 | 6.5% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 8898 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 8323 | |
| 1 | 575 | 6.5% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 8898 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 8323 | |
| 1 | 575 | 6.5% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 8898 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 8323 | |
| 1 | 575 | 6.5% |
was_top15_last_3
Categorical
HIGH CORRELATION IMBALANCE
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 434.6 KiB |
| 0 | |
|---|---|
| 1 | 778 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 8898 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 8120 | |
| 1 | 778 | 8.7% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 8120 | |
| 1 | 778 | 8.7% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 8120 | |
| 1 | 778 | 8.7% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 8898 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 8120 | |
| 1 | 778 | 8.7% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 8898 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 8120 | |
| 1 | 778 | 8.7% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 8898 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 8120 | |
| 1 | 778 | 8.7% |
was_top15_last_4
Categorical
HIGH CORRELATION
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 434.6 KiB |
| 0 | |
|---|---|
| 1 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 8898 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 7876 | |
| 1 | 1022 | 11.5% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 7876 | |
| 1 | 1022 | 11.5% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 7876 | |
| 1 | 1022 | 11.5% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 8898 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 7876 | |
| 1 | 1022 | 11.5% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 8898 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 7876 | |
| 1 | 1022 | 11.5% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 8898 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 7876 | |
| 1 | 1022 | 11.5% |
was_top15_last_5
Categorical
HIGH CORRELATION
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 434.6 KiB |
| 0 | |
|---|---|
| 1 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 8898 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 1 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 7609 | |
| 1 | 1289 | 14.5% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 7609 | |
| 1 | 1289 | 14.5% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 7609 | |
| 1 | 1289 | 14.5% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 8898 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 7609 | |
| 1 | 1289 | 14.5% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 8898 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 7609 | |
| 1 | 1289 | 14.5% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 8898 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 7609 | |
| 1 | 1289 | 14.5% |
Position
Real number (ℝ)
HIGH CORRELATION
| Distinct | 24 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 11.020004 |
| Minimum | 1 |
|---|---|
| Maximum | 24 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 69.6 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 2 |
| Q1 | 6 |
| median | 11 |
| Q3 | 16 |
| 95-th percentile | 20 |
| Maximum | 24 |
| Range | 23 |
| Interquartile range (IQR) | 10 |
Descriptive statistics
| Standard deviation | 6.1297869 |
|---|---|
| Coefficient of variation (CV) | 0.55624178 |
| Kurtosis | -1.1203658 |
| Mean | 11.020004 |
| Median Absolute Deviation (MAD) | 5 |
| Skewness | 0.0552226 |
| Sum | 98056 |
| Variance | 37.574288 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=24)
| Value | Count | Frequency (%) |
| 1 | 425 | 4.8% |
| 11 | 425 | 4.8% |
| 18 | 425 | 4.8% |
| 17 | 425 | 4.8% |
| 16 | 425 | 4.8% |
| 15 | 425 | 4.8% |
| 14 | 425 | 4.8% |
| 2 | 425 | 4.8% |
| 12 | 425 | 4.8% |
| 13 | 425 | 4.8% |
| Other values (14) | 4648 |
| Value | Count | Frequency (%) |
| 1 | 425 | |
| 2 | 425 | |
| 3 | 425 | |
| 4 | 425 | |
| 5 | 425 | |
| 6 | 425 | |
| 7 | 425 | |
| 8 | 425 | |
| 9 | 425 | |
| 10 | 425 |
| Value | Count | Frequency (%) |
| 24 | 50 | 0.6% |
| 23 | 58 | 0.7% |
| 22 | 153 | 1.7% |
| 21 | 159 | 1.8% |
| 20 | 410 | |
| 19 | 418 | |
| 18 | 425 | |
| 17 | 425 | |
| 16 | 425 | |
| 15 | 425 |
| CircuitID | ConstructorID | ConstructorName | PermanentNumber | Position | Round | Season | avg_Q1_time | avg_Q2_time | avg_Q3_time | avg_constructor_position | constructor_nationality | driver_avg_position | driver_nationality | driver_total_races | was_first_last_1 | was_first_last_2 | was_first_last_3 | was_first_last_4 | was_first_last_5 | was_top10_last_1 | was_top10_last_2 | was_top10_last_3 | was_top10_last_4 | was_top10_last_5 | was_top15_last_1 | was_top15_last_2 | was_top15_last_3 | was_top15_last_4 | was_top15_last_5 | was_top3_last_1 | was_top3_last_2 | was_top3_last_3 | was_top3_last_4 | was_top3_last_5 | was_top5_last_1 | was_top5_last_2 | was_top5_last_3 | was_top5_last_4 | was_top5_last_5 | was_top8_last_1 | was_top8_last_2 | was_top8_last_3 | was_top8_last_4 | was_top8_last_5 | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| CircuitID | 1.000 | 0.054 | 0.054 | 0.072 | 0.000 | 0.659 | 0.285 | 0.704 | 0.701 | 0.684 | 0.067 | 0.049 | 0.178 | 0.000 | 0.225 | 0.137 | 0.118 | 0.102 | 0.126 | 0.132 | 0.386 | 0.362 | 0.354 | 0.372 | 0.343 | 0.437 | 0.454 | 0.437 | 0.450 | 0.411 | 0.236 | 0.194 | 0.197 | 0.207 | 0.193 | 0.302 | 0.282 | 0.266 | 0.282 | 0.259 | 0.353 | 0.332 | 0.325 | 0.343 | 0.322 |
| ConstructorID | 0.054 | 1.000 | 1.000 | 0.408 | 0.359 | 0.014 | 0.432 | 0.070 | 0.075 | 0.075 | 0.998 | 0.999 | 0.231 | 0.385 | 0.203 | 0.074 | 0.059 | 0.068 | 0.117 | 0.119 | 0.078 | 0.105 | 0.132 | 0.154 | 0.176 | 0.040 | 0.070 | 0.104 | 0.127 | 0.147 | 0.062 | 0.089 | 0.132 | 0.157 | 0.196 | 0.094 | 0.141 | 0.186 | 0.218 | 0.248 | 0.087 | 0.114 | 0.149 | 0.181 | 0.206 |
| ConstructorName | 0.054 | 1.000 | 1.000 | 0.408 | 0.359 | 0.014 | 0.432 | 0.070 | 0.075 | 0.075 | 0.998 | 0.999 | 0.231 | 0.385 | 0.203 | 0.074 | 0.059 | 0.068 | 0.117 | 0.119 | 0.078 | 0.105 | 0.132 | 0.154 | 0.176 | 0.040 | 0.070 | 0.104 | 0.127 | 0.147 | 0.062 | 0.089 | 0.132 | 0.157 | 0.196 | 0.094 | 0.141 | 0.186 | 0.218 | 0.248 | 0.087 | 0.114 | 0.149 | 0.181 | 0.206 |
| PermanentNumber | 0.072 | 0.408 | 0.408 | 1.000 | -0.158 | 0.056 | 0.576 | 0.001 | 0.002 | -0.020 | -0.135 | 0.295 | -0.071 | 0.581 | 0.179 | 0.151 | 0.115 | 0.144 | 0.187 | 0.144 | 0.087 | 0.113 | 0.145 | 0.182 | 0.208 | 0.029 | 0.048 | 0.070 | 0.091 | 0.111 | 0.092 | 0.109 | 0.113 | 0.162 | 0.183 | 0.096 | 0.149 | 0.194 | 0.232 | 0.258 | 0.105 | 0.133 | 0.173 | 0.211 | 0.241 |
| Position | 0.000 | 0.359 | 0.359 | -0.158 | 1.000 | -0.004 | -0.036 | 0.001 | 0.001 | 0.013 | 0.672 | 0.293 | 0.414 | 0.201 | -0.359 | 0.037 | 0.042 | 0.046 | 0.074 | 0.081 | 0.080 | 0.106 | 0.128 | 0.144 | 0.163 | 0.053 | 0.075 | 0.095 | 0.121 | 0.140 | 0.053 | 0.081 | 0.109 | 0.122 | 0.151 | 0.083 | 0.117 | 0.147 | 0.169 | 0.188 | 0.071 | 0.103 | 0.122 | 0.141 | 0.158 |
| Round | 0.659 | 0.014 | 0.014 | 0.056 | -0.004 | 1.000 | 0.083 | 0.063 | 0.066 | 0.053 | -0.008 | 0.000 | 0.004 | 0.000 | -0.018 | 0.049 | 0.061 | 0.052 | 0.043 | 0.030 | 0.141 | 0.175 | 0.190 | 0.183 | 0.147 | 0.183 | 0.235 | 0.247 | 0.242 | 0.197 | 0.086 | 0.099 | 0.096 | 0.092 | 0.066 | 0.114 | 0.138 | 0.143 | 0.129 | 0.100 | 0.131 | 0.163 | 0.181 | 0.172 | 0.142 |
| Season | 0.285 | 0.432 | 0.432 | 0.576 | -0.036 | 0.083 | 1.000 | -0.045 | -0.046 | -0.069 | -0.093 | 0.244 | 0.023 | 0.281 | 0.086 | 0.019 | 0.039 | 0.043 | 0.058 | 0.041 | 0.033 | 0.048 | 0.073 | 0.112 | 0.121 | 0.014 | 0.030 | 0.057 | 0.094 | 0.099 | 0.032 | 0.041 | 0.057 | 0.084 | 0.080 | 0.015 | 0.044 | 0.067 | 0.097 | 0.103 | 0.046 | 0.058 | 0.084 | 0.123 | 0.138 |
| avg_Q1_time | 0.704 | 0.070 | 0.070 | 0.001 | 0.001 | 0.063 | -0.045 | 1.000 | 0.991 | 0.983 | -0.006 | 0.046 | 0.004 | 0.098 | 0.041 | 0.206 | 0.163 | 0.119 | 0.139 | 0.118 | 0.440 | 0.315 | 0.245 | 0.296 | 0.265 | 0.481 | 0.362 | 0.290 | 0.346 | 0.315 | 0.327 | 0.241 | 0.192 | 0.201 | 0.178 | 0.421 | 0.327 | 0.272 | 0.283 | 0.256 | 0.443 | 0.314 | 0.250 | 0.297 | 0.276 |
| avg_Q2_time | 0.701 | 0.075 | 0.075 | 0.002 | 0.001 | 0.066 | -0.046 | 0.991 | 1.000 | 0.995 | -0.005 | 0.045 | 0.004 | 0.098 | 0.036 | 0.186 | 0.147 | 0.106 | 0.130 | 0.113 | 0.456 | 0.335 | 0.263 | 0.303 | 0.278 | 0.489 | 0.377 | 0.313 | 0.352 | 0.336 | 0.299 | 0.218 | 0.172 | 0.183 | 0.163 | 0.382 | 0.297 | 0.244 | 0.259 | 0.239 | 0.431 | 0.304 | 0.240 | 0.286 | 0.269 |
| avg_Q3_time | 0.684 | 0.075 | 0.075 | -0.020 | 0.013 | 0.053 | -0.069 | 0.983 | 0.995 | 1.000 | 0.007 | 0.050 | 0.025 | 0.113 | 0.018 | 0.194 | 0.153 | 0.113 | 0.136 | 0.116 | 0.375 | 0.282 | 0.218 | 0.278 | 0.262 | 0.396 | 0.315 | 0.251 | 0.321 | 0.304 | 0.309 | 0.226 | 0.180 | 0.191 | 0.168 | 0.396 | 0.306 | 0.253 | 0.269 | 0.246 | 0.423 | 0.301 | 0.236 | 0.288 | 0.272 |
| avg_constructor_position | 0.067 | 0.998 | 0.998 | -0.135 | 0.672 | -0.008 | -0.093 | -0.006 | -0.005 | 0.007 | 1.000 | 0.646 | 0.396 | 0.391 | -0.365 | 0.040 | 0.028 | 0.040 | 0.064 | 0.069 | 0.074 | 0.095 | 0.107 | 0.128 | 0.146 | 0.051 | 0.074 | 0.094 | 0.117 | 0.133 | 0.059 | 0.072 | 0.092 | 0.105 | 0.127 | 0.071 | 0.100 | 0.125 | 0.148 | 0.168 | 0.071 | 0.090 | 0.104 | 0.131 | 0.149 |
| constructor_nationality | 0.049 | 0.999 | 0.999 | 0.295 | 0.293 | 0.000 | 0.244 | 0.046 | 0.045 | 0.050 | 0.646 | 1.000 | 0.170 | 0.406 | 0.156 | 0.090 | 0.066 | 0.080 | 0.124 | 0.119 | 0.058 | 0.082 | 0.100 | 0.118 | 0.140 | 0.043 | 0.056 | 0.078 | 0.096 | 0.115 | 0.066 | 0.091 | 0.118 | 0.139 | 0.172 | 0.086 | 0.120 | 0.157 | 0.184 | 0.210 | 0.079 | 0.091 | 0.116 | 0.143 | 0.165 |
| driver_avg_position | 0.178 | 0.231 | 0.231 | -0.071 | 0.414 | 0.004 | 0.023 | 0.004 | 0.004 | 0.025 | 0.396 | 0.170 | 1.000 | 0.299 | -0.421 | 0.082 | 0.061 | 0.062 | 0.104 | 0.114 | 0.116 | 0.091 | 0.128 | 0.139 | 0.127 | 0.081 | 0.064 | 0.101 | 0.095 | 0.092 | 0.052 | 0.075 | 0.082 | 0.115 | 0.160 | 0.104 | 0.119 | 0.148 | 0.188 | 0.221 | 0.092 | 0.089 | 0.122 | 0.147 | 0.156 |
| driver_nationality | 0.000 | 0.385 | 0.385 | 0.581 | 0.201 | 0.000 | 0.281 | 0.098 | 0.098 | 0.113 | 0.391 | 0.406 | 0.299 | 1.000 | 0.276 | 0.167 | 0.130 | 0.109 | 0.188 | 0.158 | 0.099 | 0.129 | 0.170 | 0.192 | 0.205 | 0.067 | 0.096 | 0.139 | 0.148 | 0.160 | 0.161 | 0.157 | 0.142 | 0.179 | 0.208 | 0.125 | 0.139 | 0.187 | 0.219 | 0.251 | 0.114 | 0.146 | 0.176 | 0.217 | 0.240 |
| driver_total_races | 0.225 | 0.203 | 0.203 | 0.179 | -0.359 | -0.018 | 0.086 | 0.041 | 0.036 | 0.018 | -0.365 | 0.156 | -0.421 | 0.276 | 1.000 | 0.111 | 0.090 | 0.076 | 0.148 | 0.130 | 0.220 | 0.204 | 0.261 | 0.275 | 0.315 | 0.140 | 0.169 | 0.217 | 0.213 | 0.239 | 0.190 | 0.165 | 0.237 | 0.244 | 0.333 | 0.282 | 0.274 | 0.359 | 0.353 | 0.409 | 0.247 | 0.216 | 0.274 | 0.274 | 0.321 |
| was_first_last_1 | 0.137 | 0.074 | 0.074 | 0.151 | 0.037 | 0.049 | 0.019 | 0.206 | 0.186 | 0.194 | 0.040 | 0.090 | 0.082 | 0.167 | 0.111 | 1.000 | 0.751 | 0.567 | 0.468 | 0.366 | 0.230 | 0.164 | 0.136 | 0.121 | 0.106 | 0.166 | 0.120 | 0.102 | 0.087 | 0.076 | 0.480 | 0.355 | 0.282 | 0.246 | 0.210 | 0.345 | 0.256 | 0.215 | 0.185 | 0.164 | 0.302 | 0.201 | 0.166 | 0.145 | 0.129 |
| was_first_last_2 | 0.118 | 0.059 | 0.059 | 0.115 | 0.042 | 0.061 | 0.039 | 0.163 | 0.147 | 0.153 | 0.028 | 0.066 | 0.061 | 0.130 | 0.090 | 0.751 | 1.000 | 0.732 | 0.604 | 0.472 | 0.180 | 0.211 | 0.176 | 0.156 | 0.137 | 0.128 | 0.156 | 0.132 | 0.113 | 0.099 | 0.379 | 0.458 | 0.364 | 0.318 | 0.271 | 0.272 | 0.331 | 0.278 | 0.238 | 0.211 | 0.237 | 0.260 | 0.215 | 0.188 | 0.167 |
| was_first_last_3 | 0.102 | 0.068 | 0.068 | 0.144 | 0.046 | 0.052 | 0.043 | 0.119 | 0.106 | 0.113 | 0.040 | 0.080 | 0.062 | 0.109 | 0.076 | 0.567 | 0.732 | 1.000 | 0.811 | 0.633 | 0.132 | 0.155 | 0.237 | 0.210 | 0.185 | 0.092 | 0.111 | 0.178 | 0.152 | 0.133 | 0.285 | 0.344 | 0.489 | 0.427 | 0.364 | 0.203 | 0.247 | 0.373 | 0.320 | 0.284 | 0.176 | 0.192 | 0.289 | 0.252 | 0.224 |
| was_first_last_4 | 0.126 | 0.117 | 0.117 | 0.187 | 0.074 | 0.043 | 0.058 | 0.139 | 0.130 | 0.136 | 0.064 | 0.124 | 0.104 | 0.188 | 0.148 | 0.468 | 0.604 | 0.811 | 1.000 | 0.771 | 0.106 | 0.124 | 0.191 | 0.256 | 0.225 | 0.071 | 0.086 | 0.140 | 0.186 | 0.163 | 0.234 | 0.283 | 0.402 | 0.520 | 0.443 | 0.166 | 0.202 | 0.305 | 0.390 | 0.346 | 0.143 | 0.156 | 0.234 | 0.307 | 0.274 |
| was_first_last_5 | 0.132 | 0.119 | 0.119 | 0.144 | 0.081 | 0.030 | 0.041 | 0.118 | 0.113 | 0.116 | 0.069 | 0.119 | 0.114 | 0.158 | 0.130 | 0.366 | 0.472 | 0.633 | 0.771 | 1.000 | 0.078 | 0.090 | 0.141 | 0.191 | 0.290 | 0.049 | 0.058 | 0.099 | 0.133 | 0.210 | 0.181 | 0.218 | 0.311 | 0.403 | 0.570 | 0.127 | 0.154 | 0.234 | 0.300 | 0.445 | 0.109 | 0.116 | 0.177 | 0.233 | 0.352 |
| was_top10_last_1 | 0.386 | 0.078 | 0.078 | 0.087 | 0.080 | 0.141 | 0.033 | 0.440 | 0.456 | 0.375 | 0.074 | 0.058 | 0.116 | 0.099 | 0.220 | 0.230 | 0.180 | 0.132 | 0.106 | 0.078 | 1.000 | 0.710 | 0.592 | 0.525 | 0.462 | 0.720 | 0.524 | 0.445 | 0.383 | 0.335 | 0.473 | 0.346 | 0.270 | 0.233 | 0.194 | 0.662 | 0.487 | 0.406 | 0.345 | 0.303 | 0.759 | 0.502 | 0.412 | 0.357 | 0.315 |
| was_top10_last_2 | 0.362 | 0.105 | 0.105 | 0.113 | 0.106 | 0.175 | 0.048 | 0.315 | 0.335 | 0.282 | 0.095 | 0.082 | 0.091 | 0.129 | 0.204 | 0.164 | 0.211 | 0.155 | 0.124 | 0.090 | 0.710 | 1.000 | 0.833 | 0.739 | 0.650 | 0.504 | 0.737 | 0.626 | 0.538 | 0.471 | 0.337 | 0.459 | 0.358 | 0.308 | 0.256 | 0.472 | 0.637 | 0.530 | 0.450 | 0.394 | 0.541 | 0.813 | 0.669 | 0.582 | 0.515 |
| was_top10_last_3 | 0.354 | 0.132 | 0.132 | 0.145 | 0.128 | 0.190 | 0.073 | 0.245 | 0.263 | 0.218 | 0.107 | 0.100 | 0.128 | 0.170 | 0.261 | 0.136 | 0.176 | 0.237 | 0.191 | 0.141 | 0.592 | 0.833 | 1.000 | 0.886 | 0.780 | 0.414 | 0.607 | 0.751 | 0.645 | 0.565 | 0.281 | 0.382 | 0.483 | 0.417 | 0.348 | 0.393 | 0.531 | 0.633 | 0.537 | 0.471 | 0.451 | 0.678 | 0.819 | 0.713 | 0.631 |
| was_top10_last_4 | 0.372 | 0.154 | 0.154 | 0.182 | 0.144 | 0.183 | 0.112 | 0.296 | 0.303 | 0.278 | 0.128 | 0.118 | 0.139 | 0.192 | 0.275 | 0.121 | 0.156 | 0.210 | 0.256 | 0.191 | 0.525 | 0.739 | 0.886 | 1.000 | 0.879 | 0.367 | 0.535 | 0.662 | 0.728 | 0.637 | 0.249 | 0.339 | 0.428 | 0.490 | 0.410 | 0.349 | 0.471 | 0.561 | 0.655 | 0.574 | 0.400 | 0.601 | 0.727 | 0.831 | 0.736 |
| was_top10_last_5 | 0.343 | 0.176 | 0.176 | 0.208 | 0.163 | 0.147 | 0.121 | 0.265 | 0.278 | 0.262 | 0.146 | 0.140 | 0.127 | 0.205 | 0.315 | 0.106 | 0.137 | 0.185 | 0.225 | 0.290 | 0.462 | 0.650 | 0.780 | 0.879 | 1.000 | 0.317 | 0.463 | 0.574 | 0.630 | 0.724 | 0.219 | 0.298 | 0.377 | 0.432 | 0.507 | 0.307 | 0.415 | 0.494 | 0.576 | 0.650 | 0.352 | 0.529 | 0.639 | 0.732 | 0.822 |
| was_top15_last_1 | 0.437 | 0.040 | 0.040 | 0.029 | 0.053 | 0.183 | 0.014 | 0.481 | 0.489 | 0.396 | 0.051 | 0.043 | 0.081 | 0.067 | 0.140 | 0.166 | 0.128 | 0.092 | 0.071 | 0.049 | 0.720 | 0.504 | 0.414 | 0.367 | 0.317 | 1.000 | 0.728 | 0.618 | 0.531 | 0.464 | 0.342 | 0.246 | 0.188 | 0.159 | 0.128 | 0.478 | 0.347 | 0.285 | 0.238 | 0.205 | 0.548 | 0.354 | 0.285 | 0.248 | 0.214 |
| was_top15_last_2 | 0.454 | 0.070 | 0.070 | 0.048 | 0.075 | 0.235 | 0.030 | 0.362 | 0.377 | 0.315 | 0.074 | 0.056 | 0.064 | 0.096 | 0.169 | 0.120 | 0.156 | 0.111 | 0.086 | 0.058 | 0.524 | 0.737 | 0.607 | 0.535 | 0.463 | 0.728 | 1.000 | 0.848 | 0.729 | 0.638 | 0.249 | 0.338 | 0.259 | 0.219 | 0.177 | 0.348 | 0.470 | 0.386 | 0.322 | 0.278 | 0.399 | 0.600 | 0.487 | 0.422 | 0.367 |
| was_top15_last_3 | 0.437 | 0.104 | 0.104 | 0.070 | 0.095 | 0.247 | 0.057 | 0.290 | 0.313 | 0.251 | 0.094 | 0.078 | 0.101 | 0.139 | 0.217 | 0.102 | 0.132 | 0.178 | 0.140 | 0.099 | 0.445 | 0.626 | 0.751 | 0.662 | 0.574 | 0.618 | 0.848 | 1.000 | 0.859 | 0.751 | 0.211 | 0.287 | 0.363 | 0.309 | 0.252 | 0.296 | 0.399 | 0.476 | 0.398 | 0.343 | 0.339 | 0.509 | 0.616 | 0.533 | 0.465 |
| was_top15_last_4 | 0.450 | 0.127 | 0.127 | 0.091 | 0.121 | 0.242 | 0.094 | 0.346 | 0.352 | 0.321 | 0.117 | 0.096 | 0.095 | 0.148 | 0.213 | 0.087 | 0.113 | 0.152 | 0.186 | 0.133 | 0.383 | 0.538 | 0.645 | 0.728 | 0.630 | 0.531 | 0.729 | 0.859 | 1.000 | 0.875 | 0.181 | 0.247 | 0.312 | 0.357 | 0.291 | 0.254 | 0.343 | 0.409 | 0.477 | 0.411 | 0.291 | 0.438 | 0.529 | 0.605 | 0.528 |
| was_top15_last_5 | 0.411 | 0.147 | 0.147 | 0.111 | 0.140 | 0.197 | 0.099 | 0.315 | 0.336 | 0.304 | 0.133 | 0.115 | 0.092 | 0.160 | 0.239 | 0.076 | 0.099 | 0.133 | 0.163 | 0.210 | 0.335 | 0.471 | 0.565 | 0.637 | 0.724 | 0.464 | 0.638 | 0.751 | 0.875 | 1.000 | 0.158 | 0.216 | 0.273 | 0.312 | 0.367 | 0.222 | 0.300 | 0.358 | 0.417 | 0.471 | 0.255 | 0.383 | 0.463 | 0.530 | 0.595 |
| was_top3_last_1 | 0.236 | 0.062 | 0.062 | 0.092 | 0.053 | 0.086 | 0.032 | 0.327 | 0.299 | 0.309 | 0.059 | 0.066 | 0.052 | 0.161 | 0.190 | 0.480 | 0.379 | 0.285 | 0.234 | 0.181 | 0.473 | 0.337 | 0.281 | 0.249 | 0.219 | 0.342 | 0.249 | 0.211 | 0.181 | 0.158 | 1.000 | 0.730 | 0.580 | 0.507 | 0.432 | 0.710 | 0.528 | 0.443 | 0.380 | 0.337 | 0.621 | 0.414 | 0.343 | 0.300 | 0.267 |
| was_top3_last_2 | 0.194 | 0.089 | 0.089 | 0.109 | 0.081 | 0.099 | 0.041 | 0.241 | 0.218 | 0.226 | 0.072 | 0.091 | 0.075 | 0.157 | 0.165 | 0.355 | 0.458 | 0.344 | 0.283 | 0.218 | 0.346 | 0.459 | 0.382 | 0.339 | 0.298 | 0.246 | 0.338 | 0.287 | 0.247 | 0.216 | 0.730 | 1.000 | 0.789 | 0.689 | 0.587 | 0.524 | 0.717 | 0.603 | 0.517 | 0.459 | 0.456 | 0.563 | 0.466 | 0.408 | 0.363 |
| was_top3_last_3 | 0.197 | 0.132 | 0.132 | 0.113 | 0.109 | 0.096 | 0.057 | 0.192 | 0.172 | 0.180 | 0.092 | 0.118 | 0.082 | 0.142 | 0.237 | 0.282 | 0.364 | 0.489 | 0.402 | 0.311 | 0.270 | 0.358 | 0.483 | 0.428 | 0.377 | 0.188 | 0.259 | 0.363 | 0.312 | 0.273 | 0.580 | 0.789 | 1.000 | 0.870 | 0.741 | 0.414 | 0.567 | 0.761 | 0.653 | 0.579 | 0.360 | 0.443 | 0.589 | 0.515 | 0.458 |
| was_top3_last_4 | 0.207 | 0.157 | 0.157 | 0.162 | 0.122 | 0.092 | 0.084 | 0.201 | 0.183 | 0.191 | 0.105 | 0.139 | 0.115 | 0.179 | 0.244 | 0.246 | 0.318 | 0.427 | 0.520 | 0.403 | 0.233 | 0.308 | 0.417 | 0.490 | 0.432 | 0.159 | 0.219 | 0.309 | 0.357 | 0.312 | 0.507 | 0.689 | 0.870 | 1.000 | 0.849 | 0.361 | 0.494 | 0.663 | 0.748 | 0.663 | 0.313 | 0.384 | 0.511 | 0.589 | 0.525 |
| was_top3_last_5 | 0.193 | 0.196 | 0.196 | 0.183 | 0.151 | 0.066 | 0.080 | 0.178 | 0.163 | 0.168 | 0.127 | 0.172 | 0.160 | 0.208 | 0.333 | 0.210 | 0.271 | 0.364 | 0.443 | 0.570 | 0.194 | 0.256 | 0.348 | 0.410 | 0.507 | 0.128 | 0.177 | 0.252 | 0.291 | 0.367 | 0.432 | 0.587 | 0.741 | 0.849 | 1.000 | 0.305 | 0.418 | 0.562 | 0.634 | 0.779 | 0.263 | 0.322 | 0.430 | 0.496 | 0.616 |
| was_top5_last_1 | 0.302 | 0.094 | 0.094 | 0.096 | 0.083 | 0.114 | 0.015 | 0.421 | 0.382 | 0.396 | 0.071 | 0.086 | 0.104 | 0.125 | 0.282 | 0.345 | 0.272 | 0.203 | 0.166 | 0.127 | 0.662 | 0.472 | 0.393 | 0.349 | 0.307 | 0.478 | 0.348 | 0.296 | 0.254 | 0.222 | 0.710 | 0.524 | 0.414 | 0.361 | 0.305 | 1.000 | 0.738 | 0.620 | 0.532 | 0.472 | 0.868 | 0.579 | 0.479 | 0.419 | 0.373 |
| was_top5_last_2 | 0.282 | 0.141 | 0.141 | 0.149 | 0.117 | 0.138 | 0.044 | 0.327 | 0.297 | 0.306 | 0.100 | 0.120 | 0.119 | 0.139 | 0.274 | 0.256 | 0.331 | 0.247 | 0.202 | 0.154 | 0.487 | 0.637 | 0.531 | 0.471 | 0.415 | 0.347 | 0.470 | 0.399 | 0.343 | 0.300 | 0.528 | 0.717 | 0.567 | 0.494 | 0.418 | 0.738 | 1.000 | 0.837 | 0.718 | 0.637 | 0.643 | 0.782 | 0.647 | 0.566 | 0.504 |
| was_top5_last_3 | 0.266 | 0.186 | 0.186 | 0.194 | 0.147 | 0.143 | 0.067 | 0.272 | 0.244 | 0.253 | 0.125 | 0.157 | 0.148 | 0.187 | 0.359 | 0.215 | 0.278 | 0.373 | 0.305 | 0.234 | 0.406 | 0.530 | 0.633 | 0.561 | 0.494 | 0.285 | 0.386 | 0.476 | 0.409 | 0.358 | 0.443 | 0.603 | 0.761 | 0.663 | 0.562 | 0.620 | 0.837 | 1.000 | 0.856 | 0.759 | 0.539 | 0.654 | 0.771 | 0.675 | 0.600 |
| was_top5_last_4 | 0.282 | 0.218 | 0.218 | 0.232 | 0.169 | 0.129 | 0.097 | 0.283 | 0.259 | 0.269 | 0.148 | 0.184 | 0.188 | 0.219 | 0.353 | 0.185 | 0.238 | 0.320 | 0.390 | 0.300 | 0.345 | 0.450 | 0.537 | 0.655 | 0.576 | 0.238 | 0.322 | 0.398 | 0.477 | 0.417 | 0.380 | 0.517 | 0.653 | 0.748 | 0.634 | 0.532 | 0.718 | 0.856 | 1.000 | 0.885 | 0.462 | 0.559 | 0.659 | 0.787 | 0.700 |
| was_top5_last_5 | 0.259 | 0.248 | 0.248 | 0.258 | 0.188 | 0.100 | 0.103 | 0.256 | 0.239 | 0.246 | 0.168 | 0.210 | 0.221 | 0.251 | 0.409 | 0.164 | 0.211 | 0.284 | 0.346 | 0.445 | 0.303 | 0.394 | 0.471 | 0.574 | 0.650 | 0.205 | 0.278 | 0.343 | 0.411 | 0.471 | 0.337 | 0.459 | 0.579 | 0.663 | 0.779 | 0.472 | 0.637 | 0.759 | 0.885 | 1.000 | 0.408 | 0.493 | 0.581 | 0.694 | 0.790 |
| was_top8_last_1 | 0.353 | 0.087 | 0.087 | 0.105 | 0.071 | 0.131 | 0.046 | 0.443 | 0.431 | 0.423 | 0.071 | 0.079 | 0.092 | 0.114 | 0.247 | 0.302 | 0.237 | 0.176 | 0.143 | 0.109 | 0.759 | 0.541 | 0.451 | 0.400 | 0.352 | 0.548 | 0.399 | 0.339 | 0.291 | 0.255 | 0.621 | 0.456 | 0.360 | 0.313 | 0.263 | 0.868 | 0.643 | 0.539 | 0.462 | 0.408 | 1.000 | 0.664 | 0.550 | 0.481 | 0.428 |
| was_top8_last_2 | 0.332 | 0.114 | 0.114 | 0.133 | 0.103 | 0.163 | 0.058 | 0.314 | 0.304 | 0.301 | 0.090 | 0.091 | 0.089 | 0.146 | 0.216 | 0.201 | 0.260 | 0.192 | 0.156 | 0.116 | 0.502 | 0.813 | 0.678 | 0.601 | 0.529 | 0.354 | 0.600 | 0.509 | 0.438 | 0.383 | 0.414 | 0.563 | 0.443 | 0.384 | 0.322 | 0.579 | 0.782 | 0.654 | 0.559 | 0.493 | 0.664 | 1.000 | 0.826 | 0.722 | 0.643 |
| was_top8_last_3 | 0.325 | 0.149 | 0.149 | 0.173 | 0.122 | 0.181 | 0.084 | 0.250 | 0.240 | 0.236 | 0.104 | 0.116 | 0.122 | 0.176 | 0.274 | 0.166 | 0.215 | 0.289 | 0.234 | 0.177 | 0.412 | 0.669 | 0.819 | 0.727 | 0.639 | 0.285 | 0.487 | 0.616 | 0.529 | 0.463 | 0.343 | 0.466 | 0.589 | 0.511 | 0.430 | 0.479 | 0.647 | 0.771 | 0.659 | 0.581 | 0.550 | 0.826 | 1.000 | 0.873 | 0.777 |
| was_top8_last_4 | 0.343 | 0.181 | 0.181 | 0.211 | 0.141 | 0.172 | 0.123 | 0.297 | 0.286 | 0.288 | 0.131 | 0.143 | 0.147 | 0.217 | 0.274 | 0.145 | 0.188 | 0.252 | 0.307 | 0.233 | 0.357 | 0.582 | 0.713 | 0.831 | 0.732 | 0.248 | 0.422 | 0.533 | 0.605 | 0.530 | 0.300 | 0.408 | 0.515 | 0.589 | 0.496 | 0.419 | 0.566 | 0.675 | 0.787 | 0.694 | 0.481 | 0.722 | 0.873 | 1.000 | 0.889 |
| was_top8_last_5 | 0.322 | 0.206 | 0.206 | 0.241 | 0.158 | 0.142 | 0.138 | 0.276 | 0.269 | 0.272 | 0.149 | 0.165 | 0.156 | 0.240 | 0.321 | 0.129 | 0.167 | 0.224 | 0.274 | 0.352 | 0.315 | 0.515 | 0.631 | 0.736 | 0.822 | 0.214 | 0.367 | 0.465 | 0.528 | 0.595 | 0.267 | 0.363 | 0.458 | 0.525 | 0.616 | 0.373 | 0.504 | 0.600 | 0.700 | 0.790 | 0.428 | 0.643 | 0.777 | 0.889 | 1.000 |
A simple visualization of nullity by column.
Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.
The correlation heatmap measures nullity correlation: how strongly the presence or absence of one variable affects the presence of another.
| Season | Round | CircuitID | DriverID | Code | PermanentNumber | GivenName | FamilyName | DateOfBirth | driver_nationality | ConstructorID | ConstructorName | constructor_nationality | Q1 | Q2 | Q3 | avg_Q1_time | avg_Q2_time | avg_Q3_time | driver_avg_position | driver_total_races | avg_constructor_position | was_first_last_1 | was_first_last_2 | was_first_last_3 | was_first_last_4 | was_first_last_5 | was_top3_last_1 | was_top3_last_2 | was_top3_last_3 | was_top3_last_4 | was_top3_last_5 | was_top5_last_1 | was_top5_last_2 | was_top5_last_3 | was_top5_last_4 | was_top5_last_5 | was_top8_last_1 | was_top8_last_2 | was_top8_last_3 | was_top8_last_4 | was_top8_last_5 | was_top10_last_1 | was_top10_last_2 | was_top10_last_3 | was_top10_last_4 | was_top10_last_5 | was_top15_last_1 | was_top15_last_2 | was_top15_last_3 | was_top15_last_4 | was_top15_last_5 | Position | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 2000 | 1 | albert_park | hakkinen | NaN | 0 | Mika | Häkkinen | 1968-09-28 | Finnish | mclaren | McLaren | British | 1:30.556 | 0 | 0 | NaN | NaN | NaN | NaN | NaN | 8.459268 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 1 | 1 |
| 1 | 2000 | 1 | albert_park | coulthard | COU | 0 | David | Coulthard | 1971-03-27 | British | mclaren | McLaren | British | 1:30.910 | 0 | 0 | 86.3810 | 86.063 | 89.041000 | 8.000000 | 1.0 | 8.459268 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 2 |
| 2 | 2000 | 1 | albert_park | michael_schumacher | MSC | 0 | Michael | Schumacher | 1969-01-03 | German | ferrari | Ferrari | Italian | 1:31.075 | 0 | 0 | 85.9685 | 85.221 | 85.131500 | 5.500000 | 2.0 | 5.827059 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 3 |
| 3 | 2000 | 1 | albert_park | barrichello | BAR | 0 | Rubens | Barrichello | 1972-05-23 | Brazilian | ferrari | Ferrari | Italian | 1:31.102 | 0 | 0 | 85.3540 | 84.934 | 85.861000 | 5.000000 | 2.0 | 5.827059 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 4 |
| 4 | 2000 | 1 | albert_park | frentzen | NaN | 0 | Heinz-Harald | Frentzen | 1967-05-18 | German | jordan | Jordan | Irish | 1:31.359 | 0 | 0 | NaN | NaN | NaN | NaN | NaN | 15.475000 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 5 |
| 5 | 2000 | 1 | albert_park | trulli | TRU | 0 | Jarno | Trulli | 1974-07-13 | Italian | jordan | Jordan | Irish | 1:31.504 | 0 | 0 | 86.5450 | 86.018 | 88.019333 | 7.333333 | 3.0 | 15.475000 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 6 |
| 6 | 2000 | 1 | albert_park | irvine | NaN | 0 | Eddie | Irvine | 1965-11-10 | British | jaguar | Jaguar | British | 1:31.514 | 0 | 0 | NaN | NaN | NaN | NaN | NaN | 12.182927 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 7 |
| 7 | 2000 | 1 | albert_park | villeneuve | VIL | 0 | Jacques | Villeneuve | 1971-04-09 | Canadian | bar | BAR | British | 1:31.968 | 0 | 0 | 88.4600 | 86.714 | 89.239000 | 9.000000 | 1.0 | 9.344828 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 8 |
| 8 | 2000 | 1 | albert_park | fisichella | FIS | 0 | Giancarlo | Fisichella | 1973-01-14 | Italian | benetton | Benetton | Italian | 1:31.992 | 0 | 0 | 87.5175 | 86.070 | 86.634500 | 4.000000 | 2.0 | 13.000000 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 9 |
| 9 | 2000 | 1 | albert_park | salo | NaN | 0 | Mika | Salo | 1966-11-30 | Finnish | sauber | Sauber | Swiss | 1:32.018 | 0 | 0 | NaN | NaN | NaN | NaN | NaN | 14.394790 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 10 |
| Season | Round | CircuitID | DriverID | Code | PermanentNumber | GivenName | FamilyName | DateOfBirth | driver_nationality | ConstructorID | ConstructorName | constructor_nationality | Q1 | Q2 | Q3 | avg_Q1_time | avg_Q2_time | avg_Q3_time | driver_avg_position | driver_total_races | avg_constructor_position | was_first_last_1 | was_first_last_2 | was_first_last_3 | was_first_last_4 | was_first_last_5 | was_top3_last_1 | was_top3_last_2 | was_top3_last_3 | was_top3_last_4 | was_top3_last_5 | was_top5_last_1 | was_top5_last_2 | was_top5_last_3 | was_top5_last_4 | was_top5_last_5 | was_top8_last_1 | was_top8_last_2 | was_top8_last_3 | was_top8_last_4 | was_top8_last_5 | was_top10_last_1 | was_top10_last_2 | was_top10_last_3 | was_top10_last_4 | was_top10_last_5 | was_top15_last_1 | was_top15_last_2 | was_top15_last_3 | was_top15_last_4 | was_top15_last_5 | Position | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 8888 | 2024 | 14 | spa | albon | ALB | 23 | Alexander | Albon | 1996-03-23 | Thai | williams | Williams | British | 1:55.722 | 1:54.473 | 0 | 104.545000 | 103.934000 | 104.050500 | 7.000000 | 2.0 | 12.400943 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 1 | 1 | 1 | 1 | 11 |
| 8889 | 2024 | 14 | spa | gasly | GAS | 10 | Pierre | Gasly | 1996-02-07 | French | alpine | Alpine F1 Team | French | 1:54.911 | 1:54.635 | 0 | 120.387000 | 116.440000 | 121.164000 | 6.000000 | 1.0 | 11.250000 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 1 | 1 | 1 | 1 | 12 |
| 8890 | 2024 | 14 | spa | ricciardo | RIC | 3 | Daniel | Ricciardo | 1989-07-01 | Australian | rb | RB F1 Team | Italian | 1:55.451 | 1:54.682 | 0 | 110.916250 | 109.640625 | 112.218750 | 5.500000 | 8.0 | 12.214286 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 1 | 1 | 1 | 1 | 13 |
| 8891 | 2024 | 14 | spa | bottas | BOT | 77 | Valtteri | Bottas | 1989-08-28 | Finnish | sauber | Sauber | Swiss | 1:55.531 | 1:54.764 | 0 | 111.321286 | 110.151857 | 110.710286 | 4.857143 | 7.0 | 14.394790 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 1 | 1 | 1 | 1 | 14 |
| 8892 | 2024 | 14 | spa | stroll | STR | 18 | Lance | Stroll | 1998-10-29 | Canadian | aston_martin | Aston Martin | British | 1:56.072 | 1:55.716 | 0 | 111.464000 | 107.342000 | 105.722000 | 9.500000 | 2.0 | 12.225000 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 1 | 1 | 1 | 1 | 15 |
| 8893 | 2024 | 14 | spa | hulkenberg | HUL | 27 | Nico | Hülkenberg | 1987-08-19 | German | haas | Haas F1 Team | American | 1:56.308 | 0 | 0 | 108.675250 | 106.168750 | 106.030000 | 7.500000 | 4.0 | 14.080780 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 16 |
| 8894 | 2024 | 14 | spa | kevin_magnussen | MAG | 20 | Kevin | Magnussen | 1992-10-05 | Danish | haas | Haas F1 Team | American | 1:56.500 | 0 | 0 | 113.584667 | 112.319667 | 119.566000 | 8.666667 | 3.0 | 14.080780 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 17 |
| 8895 | 2024 | 14 | spa | tsunoda | TSU | 22 | Yuki | Tsunoda | 2000-05-11 | Japanese | rb | RB F1 Team | Italian | 1:56.593 | 0 | 0 | NaN | NaN | NaN | NaN | NaN | 12.214286 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 18 |
| 8896 | 2024 | 14 | spa | sargeant | SAR | 2 | Logan | Sargeant | 2000-12-31 | American | williams | Williams | British | 1:57.230 | 0 | 0 | NaN | NaN | NaN | NaN | NaN | 12.400943 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 19 |
| 8897 | 2024 | 14 | spa | zhou | ZHO | 24 | Guanyu | Zhou | 1999-05-30 | Chinese | sauber | Sauber | Swiss | 1:57.775 | 0 | 0 | NaN | NaN | NaN | NaN | NaN | 14.394790 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 20 |